diff --git a/backtester/demos/backtester_demo.ipynb b/backtester/demos/backtester_demo.ipynb
index a390216..fae2195 100644
--- a/backtester/demos/backtester_demo.ipynb
+++ b/backtester/demos/backtester_demo.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -30,7 +30,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -43,7 +43,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 83,
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "RendererRegistry.enable('notebook')"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "import altair as alt\n",
+    "alt.renderers.enable(\"notebook\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -61,7 +82,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 84,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -85,7 +106,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -97,7 +118,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -105,7 +126,7 @@
      "output_type": "stream",
      "text": [
       "0% [██████████████████████████████] 100% | ETA: 00:00:00\n",
-      "Total time elapsed: 00:05:02\n"
+      "Total time elapsed: 00:04:46\n"
      ]
     },
     {
@@ -426,7 +447,7 @@
        "[1689 rows x 17 columns]"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -437,7 +458,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -518,7 +539,7 @@
        "Total P&L %          302.891500"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -529,65 +550,68 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
+      "application/javascript": [
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0.3132467461371071, \"accumulated return\": -1.4393250000000077}]}};\n",
+       "const opt = {};\n",
+       "const type = \"vega-lite\";\n",
+       "const id = \"047109a4-7449-45aa-9aad-23fe98c1c2c7\";\n",
        "\n",
-       "<div id=\"altair-viz-1\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-1\");\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
-       "    };\n",
+       "const output_area = this;\n",
        "\n",
-       "    function loadScript(lib) {\n",
-       "      return new Promise(function(resolve, reject) {\n",
-       "        var s = document.createElement('script');\n",
-       "        s.src = paths[lib];\n",
-       "        s.async = true;\n",
-       "        s.onload = () => resolve(paths[lib]);\n",
-       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
-       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "      });\n",
-       "    }\n",
+       "require([\"nbextensions/jupyter-vega/index\"], function(vega) {\n",
+       "  const target = document.createElement(\"div\");\n",
+       "  target.id = id;\n",
+       "  target.className = \"vega-embed\";\n",
        "\n",
-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
+       "  const style = document.createElement(\"style\");\n",
+       "  style.textContent = [\n",
+       "    \".vega-embed .error p {\",\n",
+       "    \"  color: firebrick;\",\n",
+       "    \"  font-size: 14px;\",\n",
+       "    \"}\",\n",
+       "  ].join(\"\\\\n\");\n",
        "\n",
-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
+       "  // element is a jQuery wrapped DOM element inside the output area\n",
+       "  // see http://ipython.readthedocs.io/en/stable/api/generated/\\\n",
+       "  // IPython.display.html#IPython.display.Javascript.__init__\n",
+       "  element[0].appendChild(target);\n",
+       "  element[0].appendChild(style);\n",
        "\n",
-       "    if(typeof define === \"function\" && define.amd) {\n",
-       "      requirejs.config({paths});\n",
-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
-       "    } else if (typeof vegaEmbed === \"function\") {\n",
-       "      displayChart(vegaEmbed);\n",
-       "    } else {\n",
-       "      loadScript(\"vega\")\n",
-       "        .then(() => loadScript(\"vega-lite\"))\n",
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-       "        .catch(showError)\n",
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-       "</script>"
+       "  vega.render(\"#\" + id, spec, type, opt, output_area);\n",
+       "}, function (err) {\n",
+       "  if (err.requireType !== \"scripterror\") {\n",
+       "    throw(err);\n",
+       "  }\n",
+       "});\n"
       ],
       "text/plain": [
-       "alt.VConcatChart(...)"
+       "<vega.vegalite.VegaLite at 0x116464350>"
       ]
      },
-     "execution_count": 17,
+     "metadata": {
+      "jupyter-vega": "#047109a4-7449-45aa-9aad-23fe98c1c2c7"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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"
+     },
+     "metadata": {
+      "jupyter-vega": "#047109a4-7449-45aa-9aad-23fe98c1c2c7"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -605,7 +629,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 85,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -626,7 +650,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 86,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -638,7 +662,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 87,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -646,7 +670,7 @@
      "output_type": "stream",
      "text": [
       "0% [██████████████████████████████] 100% | ETA: 00:00:00\n",
-      "Total time elapsed: 00:05:12\n"
+      "Total time elapsed: 00:04:42\n"
      ]
     },
     {
@@ -967,7 +991,7 @@
        "[1686 rows x 17 columns]"
       ]
      },
-     "execution_count": 87,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -978,7 +1002,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 88,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -1059,7 +1083,7 @@
        "Total P&L %        -8371.902500"
       ]
      },
-     "execution_count": 88,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1070,65 +1094,68 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 89,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
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+       "const opt = {};\n",
+       "const type = \"vega-lite\";\n",
+       "const id = \"08ee0478-9336-437e-bd45-7dc81bfd1043\";\n",
        "\n",
-       "<div id=\"altair-viz-24\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-24\");\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
-       "    };\n",
+       "const output_area = this;\n",
        "\n",
-       "    function loadScript(lib) {\n",
-       "      return new Promise(function(resolve, reject) {\n",
-       "        var s = document.createElement('script');\n",
-       "        s.src = paths[lib];\n",
-       "        s.async = true;\n",
-       "        s.onload = () => resolve(paths[lib]);\n",
-       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
-       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "      });\n",
-       "    }\n",
+       "require([\"nbextensions/jupyter-vega/index\"], function(vega) {\n",
+       "  const target = document.createElement(\"div\");\n",
+       "  target.id = id;\n",
+       "  target.className = \"vega-embed\";\n",
        "\n",
-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
+       "  const style = document.createElement(\"style\");\n",
+       "  style.textContent = [\n",
+       "    \".vega-embed .error p {\",\n",
+       "    \"  color: firebrick;\",\n",
+       "    \"  font-size: 14px;\",\n",
+       "    \"}\",\n",
+       "  ].join(\"\\\\n\");\n",
        "\n",
-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
+       "  // element is a jQuery wrapped DOM element inside the output area\n",
+       "  // see http://ipython.readthedocs.io/en/stable/api/generated/\\\n",
+       "  // IPython.display.html#IPython.display.Javascript.__init__\n",
+       "  element[0].appendChild(target);\n",
+       "  element[0].appendChild(style);\n",
        "\n",
-       "    if(typeof define === \"function\" && define.amd) {\n",
-       "      requirejs.config({paths});\n",
-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
-       "    } else if (typeof vegaEmbed === \"function\") {\n",
-       "      displayChart(vegaEmbed);\n",
-       "    } else {\n",
-       "      loadScript(\"vega\")\n",
-       "        .then(() => loadScript(\"vega-lite\"))\n",
-       "        .then(() => loadScript(\"vega-embed\"))\n",
-       "        .catch(showError)\n",
-       "        .then(() => displayChart(vegaEmbed));\n",
-       "    }\n",
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-       "</script>"
+       "  vega.render(\"#\" + id, spec, type, opt, output_area);\n",
+       "}, function (err) {\n",
+       "  if (err.requireType !== \"scripterror\") {\n",
+       "    throw(err);\n",
+       "  }\n",
+       "});\n"
       ],
       "text/plain": [
-       "alt.VConcatChart(...)"
+       "<vega.vegalite.VegaLite at 0x117478310>"
       ]
      },
-     "execution_count": 89,
+     "metadata": {
+      "jupyter-vega": "#08ee0478-9336-437e-bd45-7dc81bfd1043"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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bgsC1EOcDXILYG3A49bMbATwvvz4IYBNAC8CDncAqgoAOHoNAvZ4JfaRHj57ZfaRHT6Xp2nht82wJAkndAjHZT9ch2foqa4NAsDHWz5NpZf3Ntt+M570gnjb9ya7CM6GP9OjRM7uP9OipNF0br22ebUGgtLI1CADyJmQ9nivwXPSDdnJIk+lPdhWeCX2kR4+e2X2kR0+l6dp4bfMYBArK6iCQuftxUfPCOF47+R/bnh9EayY/2VV4JvSRHj16ZveRHj2Vpmvjtc1jECgom4MAIK5gVPSkSEKCH8aL71/46bbX7/kFuj3ZVXgm9JEePXpm95EePZWma+O1zWMQKCjbg8BUMx5PX1Y03ZKQ4AUbY2mvEUSzJj/ZVXgm9JEePXpm95EePZWma+O1zWMQKCjbg8DE3NZIEga8MFpKnzMwubA+3GhGE1lvqhmPm/xkV+GZ0Ed69OiZ3Ud69FSaro3XNo9BoKBsDwJJNYJodnJhfdgP48XkSVHk+eHmqMlPdhWeCX2kR4+e2X2kR0+l6dp4bfMYBArKlSAwMbc1Auw+Z6CT5zfjebEHYbDzBWx68djSR3r06JndR3r0VJqujdc2j0GgoFwJAkl5wcaYF8axF0QzvXoTc1sjJj3ZVXgm9JEePXpm95EePZWma+O1zWMQKCjXgsDE3NaIF0Qzkwvrw/14vFOx+X2kR4+e2X2kR0+l6dp4bfMYBArKtSAAANkQ0IvXaEYTpjzZVXgm9JEePXpm95EePZWma+O1zWMQKCgXg8AgXr+HB9n04rGlj/To0TO7j/ToqTRdG69tHoNAQTEI9O71c38Bm148tvSRHj16ZveRHj2Vpmvjtc1jECgoBoHevX4uK2rTi8eWPtKjR8/sPtKjp9J0bby2eQwCBcUg0J9nwpNdhWdCH+nRo2d2H+nRU2m6Nl7bPAaBgmIQ6M/zg2hN9ye7Cs+EPtKjR8/sPtKjp9J0bby2eQwCBcUg0J/nN+N53Z/sKjwT+kiPHj2z+0iPnkrTtfHa5jEIFBSDQH9e3mVEvTCOdXqyq/BM6CM9evTM7iM9eipN18Zrm8cgUFAMAv17jSCaTW4w5gfxat7VhGx68djSR3r06JndR3r0VJqujdc2j0GgoBgEBvO8YGPMD+JVL4invSCa0enJrsIzoY/06NEzu4/06Kk0XRuvbR6DQEExCAzu+eHmqBdsjDEImNFHevTomd1HevRUmq6N1zaPQaCgGAT25k3MbY14QTyt05NdhWdCH+nRo2d2H+nRU2m6Nl7bPAaBgmIQ2Lvnh5uj2cuK2vTisaWP9OjRM7uP9OipNF0br20eg0BBMQiU4yUnD+vwZOcbED169HQw6dFT6ZVtujZe2zwGgYJiECjHYxDQv4/06NEzu4/06Kk0XRuvbR6DQEExCJTjZU8YtunFY0sf6dGjZ3Yf6dFTabo2Xts8BoGCYhAox/PDzVEvjOPkzsM2vXhs6SM9evTM7iM9eipN18Zrm6dbEDiUs2wYwP7Msv1yeS/rZusaAFd16wiDQHnexNzWCABMNePxx144bc2Lx5Y+0qNHz+w+0qOn0nRtvLZ5ugSB2wD8JYAPUstuAHAawOty+VG5/CEA5+Xy0wBu7LDuIoBnADwJYJ9c9hKAoW4dYhCoxjv55jlrXjy29JEePXpm95EePZWma+O1zdMlCIQANrE7CIQAnpZf3wSgDeA6+e/1cvkqgEcL1r0dwCty2YsAxgBMYSckdCwGgWq8d967YM2Lx5Y+0qNHz+w+0qOn0nRtvLZ5ugQBAPgsdgeB4wAekF/vg5jc3wOglVrnYQBrBeuOAngLIgycBXAQwAkAB3rpDINANd7ZH/3YmhePLX2kR4+e2X2kR0+l6dp4bfNUBYGjEJP3Z1PLskHgZQD3pb6/BOBeABdTy74knbx1b4U4F+AuiMn/UYg9AvMQ4WA8WXllZeWJ5eXldra1Wi22Ctrz//5uOzh2io2NjW1X++rXX/uF6j6wsbGxudRUBYFJAI8A+HJqWTYIPA4xaQfEhP4yxLH9bewc7/+IbHnrpk8aHoI4N+AwRGi4E2IvwT4UFPcIVOdNLqwPe0E8nb3rsGkp2pY+0qNHz+w+0qOn0nRtvLZ5Oh8adATiBGAAuB/AGfn1eQB3Q1xh6AxEqChaN6kmgDsg9ggsQ1w56Bw6HCbEIFC912hGE14QzWy3zM3HdH/x2NJHevTomd1HevRUmq6N1zZP5yBwLcQx/pcgPuE/LJcfkd9fBhBBfKpftC4grir0vPz6IMRJyS0AD3bqDINA/d7kwvqwF8axKS8eW/pIjx49s/tIj55K07Xx2ubpFASK6haICXy6hgDc3OO6h5B/f4KOxSCgxuv3kCHdX4wm9JEePXpm95EePZWma+O1zTMhCCgpBgF1nh9ujprw4rGlj/To0TO7j/ToqTRdG69tHoNAQTEIqPV6PURI9xejCX2kR4+e2X2kR0+l6dp4bfMYBAqKQUCt1+teAd1fjCb0kR49emb3kR49laZr47XNYxAoKAYB9Z4XRkvd9gzo/mI0oY/06NEzu4/06Kk0XRuvbR6DQEExCKj3GkE06wXRjK4vHhNe4PTo0dPPpEdPpVe26dp4bfMYBAqKQUAfT9cXjwkvcHr06Oln0qOn0ivbdG28tnkMAgXFIKCPp+uLx4QXOD169PQz6dFT6ZVtujZe2zwGgYJiENDH63SegO4vRhP6SI8ePbP7SI+eStO18drmMQgUFIOAPp4XRks6vnhMeIHTo0dPP5MePZVe2aZr47XNYxAoKAYBfTwv2BjT8cVjwgucHj16+pn06Kn0yjZdG69tHoNAQTEI6OU1gmjWD6K15ImbXE3ou2+/r/WLUfULnB49evqZ9Oip9Mo2XRuvbR6DQEExCOjlTTXjcb8Zz/tBtOYH8SogTiJ+570L7UYQzer6YlT9AqdHj55+Jj16Kr2yTdfGa5vHIFBQDAJ6eZML68NTzXjcC+JpP9wcBcS5A+9f+Gm717sQ8w2IHj16Opj06Kn0yjZdG69tHoNAQTEI6OlNLqwPJ197wcZY4un6YlT9AqdHj55+Jj16Kr2yTdfGa5vHIFBQDAJmeenzB/JapxOO+QZEjx49k/tIj55K07Xx2uYxCBQUg4BZXvYSo34QraXPHQB622vANyB69OiZ1kd69FSaro3XNo9BoKAYBMzy/GY83wjjVxtBNOsF8fRUMx4HAD+IV70wWgIYBOjRo6eHSY+eSq9s07Xx2uYxCBQUg4BZnhdEM40gmgWy5xFEM0ko4BsQPXr0dDDp0VPplW26Nl7bPAaBgmIQMMvzgnjaC6KZTut2O4+Ab0D06NEzsY/06Kk0XRuvbR6DQEExCJjl+eHmaLcgkD2PgG9A9OjRs6GP9OipNF0br20eg0BBMQiY5yWHABUVgwA9evR0MOnRU+mVbbo2Xts8BoGCYhCwz2MQoEePng4mPXoqvbJN18Zrm8cgUFAMAvZ5DAL06NHTwaRHT6VXtunaeG3zGAQKikHAPs8Lohm+AdGjR0+1SY+eSq9s07Xx2uYxCBQUg4B9nh9ujnphHPMNiB49ejb1kR49laZr47XNYxAoKAYBO73JhfVhvxnP+0G8yjcgevTo2dBHevRUmq6N1zZPpyAwJFu2hgHszyzbL5f3sm62rgFwVbfOMAjY7XlBPM03IHr06NnQR3r0VJqujdc2T4cgcBDAJoB3AazLr68BcAOA0wBeB/ABgKNy/YcAnJfLTwO4scO6iwCeAfAkgH1y2UvIDxy7ikHAbm9ibmsk7zAhvgHRo0fPtD7So6fSdG28tnk6BIF7IEJAUm8BuB9ACOBpuewmAG0A18l/r5fLVwE8WrDu7QBekcteBDAGYAo7IaFjMQjY7+XtFeAbED169EzrIz16Kk3Xxmubp0MQOADgo/LrXwNwGcCvAjgO4AG5fB/E5P4eAK3UYx8GsFaw7ihEqHgFwFmIPQ8n5O/rWgwC9ntesDHGNyB69OiZ3kd69FSaro3XNk9VEDgKMXl/NrXszyFCwN/J718GcF/q55cA3AvgYmrZl6STt+6tEOcC3AUx+T8KsUdgHiIcbN+FdmVl5Ynl5eV2trVaLTaL208u/qwdHDvFxsamSfvq11/7heo+sLGxsbnUVAWBSQCPAPiy/P5/QBzbf0dqncchJu2AmNBfhji2v42d4/0fkS1v3fRJw0MQ5wYchggNd0LsJdiHguIeATe8yYX1YT+I1vhJBD169EztIz16Kk3XxmubpyoIpOt2iE/wr88sPwJxAjAgzhk4I78+D+BuAIfksskO6ybVhAgZUwCWIU5GPocOhwkxCLjj+eHmqBdsjDWa0cRjL5zmGxA9evSM6iM9eipN18Zrm6dDEDgK8Sl/uj0E4FqIY/wvQXzCf1iuf0R+fxlABPGpftG6gLiq0PPy6+QKRS0AD3bqFIOAm97JN8/xDYgePXpG9ZEePZWma+O1zdMhCHSrWyAm8OkaAnBzj+sekq2vYhBw0/vJxZ+1u9192KQXOD169PQz6dFT6ZVtujZe2zwTgoCSYhBw15tqxuO2vMDp0aOnn0mPnkqvbNO18drmMQgUFIOA2176BOJ088I4bgTRrCkvcHr06Oln0qOn0ivbdG28tnkMAgXFIEDPC6Ol7AvGb8bzXhDN9HP4kE1vGPToueaZ0Ed69FSaro3XNo9BoKAYBOhNzG2NeMHGWNIazWjCCzbGJhfWh/vZK2DTGwY9eq55JvSRHj2Vpmvjtc1jECgoBgF6naqf8whsesOgR881z4Q+0qOn0nRtvLZ5DAIFxSBAr1NNzG2NmPACp0ePnn4mPXoqvbJN18Zrm8cgUFAMAvS6lR/Eq40wfjX5V8cXOD169PQz6dFT6ZVtujZe2zwGgYJiEKDXSyXnDPhhvKjjC5wePXr6mfToqfTKNl0br20eg0BBMQjQ66e8IJrR8QVOjx49/Ux69FR6ZZuujdc2j0GgoBgE6PVT2SsMpds7711oJ5cdLbo/gSlvGPToueaZ0Ed69FSaro3XNo9BoKAYBOiVbU7MbY1MLqwP7zUM2PQGRI+e7p4JfaRHT6Xp2nht8xgECopBgF7VZqfDiXR9w6BHzzXPhD7So6fSdG28tnkMAgXFIECvDjPv7sU6v2HQo+eaZ0If6dFTabo2Xts8BoGCYhCgV4fZaEYTJr1h0KPnmmdCH+nRU2m6Nl7bvDLnPVcDGM20/WXhdReDAL26TL8Zz/tBtNbruQM2vQHRo6e7Z0If6dFTabo2Xtu8suY9XwFwGUA70w6VgasoBgF6dZmTC+vDU814vNfDhGx6A6JHT3fPhD7So6fSdG28tnllzHv2Abgk2zKAf061q/eKqyoGAXp1m41mNOGFcazzGwY9eq55JvSRHj2Vpmvjtc0rMwj8414hnYpBgF7dZnLfgUYQzTbC+NWiQ4VsegOiR093z4Q+0qOn0nRtvLZ5Zc17NiEODfoKgAdS7UAZuIpiEKBXtzkxtzWS/OsH8WrRicQ2vQHRo6e7Z0If6dFTabo2Xtu8suY9l3Dl+QE8R6CHome3N6g5Mbc1MjG3NaLbGwY9eq55JvSRHj2Vpmvjtc0ra94zDuAPchr3CHQpenZ7ezV1e8OgR881z4Q+0qOn0nRtvLZ5Zcx7DgA4CWB+r5BOxSBATwdTtzcMevRc80zoIz16Kk3XxmubV9a85zWIcwSuLwPToRgE6Olg+mG86Ifxoi5vGPToueaZ0Ed69FSaro3XNq+sec9b2DkvoJVqw2XgKopBgJ4O5sTc1ogXRDO6vGHQo+eaZ0If6dFTabo2Xtu8MvcInMlpQ2XgKopBgJ4u5lQzHtflDYMePdc8E/pIj55K07Xx2uaVNe/5OIBfymnGFoMAPV3M7NWDbHoDokdPd8+EPtKjp9J0bby2eTpdPvQ65F9laBjA/syy/cg/7Chv3WxdA+Cqbp1hEKCnk+mHm6NeEM14QTTzXPQDa96A6NHT3TOhj/ToqTRdG5HOdv0AACAASURBVK9tXlnznn8C8KxsL0CcOPwBgKt7eOwQgNcBnALwMoAVufwGAKflzz4AcFQufwjAebn8NIAbO6y7COAZAE9C3AEZAF5CD4csMQjQ09VstVrtorsOm/YGRI+e7p4JfaRHT6Xp2nht86qY9wBist6GOGSoW/0egG/Ir6+Tj/sEgBDA03L5TXJ58vPk6kSrAB4tWPd2AK/IZS8CGAMwhZ2Q0LEYBOjparZarXZyAnEZgcCmNzR69DiJoEevXtO18drmlTVH+RMA98v2AMTJw20At/ZhTEHcj+B1+f1xaQHi0/w2gHsgrkaU1MMA1grWHYW4mtErAM4COAjgBHq8yRmDAD1dzVar1Z5cWB/2wmjJb8bzJr8B0aOnu2dCH+nRU2m6Nl7bvCrPEXgXO4fjZOsoxOT92dSyBsRE/RLEp/ovA7gv8zvuBXAxtexL0slb91aIcwHugpj8H4UIG/MQ4WA8WXllZeWJ5eXldra1Wi02Nm3b2R/9uH3yzXPt4NipvtvGd37Y3vjOD9tPffP7Az2eja2K9tWvv/YL1X1gY2Njc6m1WuUEgc/LiXwDgA/gswA+0mH9SQCPAPiynKj/H6mfnYH4dP9x7Nyt+CqI8w6GIEJGEjAekS1v3fRJw0MQ5wYchggNd0LsJSgKKtwjQE9bM+354eaoH8SrSbL3wjjulv79MF6cXFgfBoDJhfXhx144bc0nG/Tole2Z0Ed69FSaro3XNq+sOco6xGE7Sf0KxGE5Iz08dgriROEh2T6EOL7/CMQJwIA45OiM/Po8gLshrkh0BiJUFK2bVBPAHfJ3LUNcOegcOhwmxCBAT1cz63lBPJ28oP1mPN8IotlOL3ov2BhLP37jOz+05g2NHj1OIujRq9d0bby2eXudoxyFmFC3ISbw52T7UC7r5V4CQxCf0l+SLTlc6FqIMHEJ4hP+w3L5Efn9ZQARxKf6ResC4qpCz8uvDwLYhDjP4MFOnWIQoKermedNNeNxL4yWkkuMdnrRZ4PAO+9dsOYNjR49TiLo0avXdG28tnl7naM8iPwgcA47lwHttX4J4pP6bN0CMYFP1xCAm3tc9xD6u58BAAYBevqanbyJua2RTkHAC+LpPE88Lp5OH2Zk4hsaPXqcRNCjV6/p2nht88qao/wzgN8tA9KlGATo6Wp28/xwc7ToBZ/dG9DJE+FgY8ykNzR69DiJoEevXtO18drmlTVHuQ7Av0HsFXgMwFMQJwwbWwwC9HQ1e/GK7i8wMbd1xXk73TwvjJZMeUOjR4+TCHr06jVdG69tXllzlJexc9nQJQBvQByv38udhbUsBgF6upq9eI1mNJH3gh/E63bOgU5vaPTocRJBj169pmvjtc0rY45yACIAPA5xXsASgN+Xy4zdK8AgQE9Xs1cv7+pBg3hFoULHNzR69DiJoEevXtO18drmlTFHuQpi0n8cwL9CXPXnUbnsY3vFVRWDAD1dzV69yYX14UYzmvDCaMkL49gL43gQr9/zBGx6g6RHz4Q+0qOn0nRtvLZ5Zc1RvoYr7yz8UhmwqmIQoKerOYjnBdGMH8aLg3idTj7W7Q2NHj1OIujRq9d0bby2eWXNUfZB3K13CcAJACHEJT6NLQYBerqag3iTC+vDeVcM6tUz5Q2NHj1OIujRq9d0bby2eWWdI3AZ4kZd1hSDAD1dTZ1OPtbtDY0ePU4i6NGr13RtvLZ5Zc0pvgFxONDnAXwKwCdl21cGrqIYBOjpaqryer2MqE1vkPTomdBHevRUmq6N1zavrDnFJVx5jkAbA9zRV5diEKCnq6nS85vxvM5vaPTocRJBj169pmvjtc0ra04RQtxELNt4H4EuRc9urwpTtdcIolk/jBd1fEOjR4+TCHr06jVdG69tXhXzHiuKQYCerqYO3uTC+rAXxrFub2j06HESQY9evaZr47XNYxAoKAYBerqaunhFdxzOvgH5QbQm7mXQ2zkGOr1B0qNnQh/p0VNpujZe2zwGgYJiEKCnq6mLNzG3NZI3uc++AaUvW9rLOQY6vUHSo2dCH+nRU2m6Nl7bvL3OKW4D8JkObf9ecJXFIEBPV1Mnb6oZj3d6A/KDeDX7mE7nF+j2BkmPngl9pEdPpenaeG3z9jqnyLtSEK8a1EfRs9urwtTJm1xYH+70BuQF8XT2MV4QzfhBvGrCGyQ9eib0kR49laZr47XN2+uc4h8APArgbYiJ/0kAX4O4nOg5AAf3gqssBgF6upq6edlJffIG5IXR0uTC+nB2fXGice/nC9j0hkvPPM+EPtKjp9J0bby2eWXMKfZB3Fn4n1PL/gwiGNy0V1xVMQjQ09XUzZuY2xrxgo2xpJ343tm2F8axF0ZLRY9pBNGsCW+Q9OiZ0Ed69FSaro3XNq+MOcV+iEn/eQC/A3HewLpc9pm94qqKQYCerqYJXiOIZr0gmum0nglvkPTomdBHevRUmq6N1zavrDnAMq48P2CzDFhVMQjQ09U0wZtcWB+easbjndbzg2hN9zdIevRM6CM9eipN18Zrm1fmHOA3ATwMEQp+D8BVZcEqikGAnq6mLZ4XxNP9vKEV3cDMpDdceuZ5JvSRHj2Vpmvjtc0raw5wHYB/A/AhgMcAPAXgs2XAqopBgJ6upk1eL1cPSp983O+lR3V7w6VnnmdCH+nRU2m6Nl7bvLLmAC9j55CgJQBvQFw56OoycBXFIEBPV9MmT5xoHE93CgTJG5ofxotA8SFFve4xsOkNnF71ngl9pEdPpenaeG3zypgDHIAIAI8DWIEIAr8vlxm7V4BBgJ6upo2euEtx/kQ+OHaq7QfRWnJPgrybmPlBvNrrXYurfsPd6yFMNm1gbPBM6CM9eipN18Zrm1fGHOAqiEn/cQD/CuBZiHsLtAF8bK+4qmIQoKeraauXvQxp0k6+ea6dvh/BxNzWSPpNzA+iNT+MF70gmlH5hpvcG8ELo6V+bpim0waBnpl9pEdPpenaeG3zypoDfA1XXjXopTJgVcUgQE9Xk17m3AJ5qdJ+Tz4u+w1XBIBoTfSlt1Ci2waBnpl9pEdPpenaeG3zytpm7wNwJ8RhQScAhACGBnCGARzKWbY/s2y/XJ73+Oy62boGPVzRiEGAnq4mPSA90faCjbGpZjzuBRtjVb7hFn3Kvx0EgmjGC6MlsWcjmhn0ECGbNjA2eCb0kR49laZr47XNK2ubvQ7gntT3vwLgLQAjfRgfAXAWIkQAwA0ATgN4HcAHAI7K5Q9B3LzsdfnzGzusuwjgGQBPQoQVQOyp6BpSGATo6WrSAxrNaCJ5E0sOG5qY2xqZXFgfTj6Z7/YG2fdEPfU7kzsnN4Jo9p33LrQbzWgCAPxwcxQQQSU5VMikDQI9M/tIj55K07Xx2ubtdZt9FMA5iEOBPpRfn5NftwH8Uh/WMwBOYScIhACell/fJL3r5L/Xy+WrEOcj5K17O4BX5LIXAYwBmMJOSOhYDAL0dDXpAcmn/14Yx9mf+eHmaKdDc4Jjp7bvfNzPGysg74acuWtyYf+CaNa0DQI9M/tIj55K07Xx2ubtdZv9IPKDwDmIKwj1Wn8q1w+wEwSOA3hAfr1P/o57ALRSj3sYwFrBuqMQeyVegdjTcBDisKUDvXSIQYCeriY9Ucl5AXk/m1xYHy6650Bw7FS70YwmvGBjzA+itV5P7AVEEMjeMbmof364OWraBoGemX2kR0+l6dp4bfPK2mb/M4Df7WP9oxCT92cB/DpEcBjC7iDwMoD7Uo+5BOBeABdTy74knbx1b4U4F+AuiMn/UYg9AvMQ4WB7Y76ysvLE8vJyO9tarRYbG5uh7btvv98Ojp26oj31ze+3f3LxZ+133rvQPvnmufZz0Q9y18u2VqvVfuqb32+/896FnvvQi8u207769dd+oboPbGxsbC61VqucIHAtgL8G8Jxs34A4Zv+jBetPAngEwJch7kJ8CeJT+0uyzULcl2Bern8VgMsQYaGNneP9H5Etb930ScNDEOcGHIYIDXfK37cPBcU9AvR0Nen1Vl6wMeaFcZx84u8343kvjOO1k/+x7SXnFPTyqUmyfvpSpt36N8gJw8Exez5pssEzoY/06Kk0XRuvbV5Z2+zXcOXlQ9soDgLpugHAb8i2ArGX4BMAjkCECQC4H8AZ+fV5AHdDXF3oDESoKFo3qSaAOyD2CCxDXDnoHDocJsQgQE9Xk15v5QUbY41mNJHcaCy5utB3335/l9dLEPDCaGmQ/g1ywrBNGxgbPBP6SI+eStO18drmlbHNTu4s3ATwrvz37yEm2oWfuBfU32Pn0KBrIY7xvwTxCf9hufyI/P4ygEj+jqJ1AXFVoefl1wcBbEKcZ/Bgp44wCNDT1aTXW21fRUieCwCIcHD2Rz/e5fVyUu+gQaDXux3rskGgZ2Yf6dFTabo2Xtu8MrbZ+yGCwLMQV+55HeKKPW0Av7lXHMAtEBP4dA0BuLnHdQ/hynsTdC0GAXq6mvT6K3GHYnGVn8mF9eGs18vVgwYNAlPNeLzopGUdNwj0zOwjPXoqTdfGa5tX1jZ7HWLi/wD6PzRIy2IQoKerSa+/SvYMFHlVBoHk8CRTNgj0zOwjPXoqTdfGa5tX1jb7agB/AvFJ/VEA/wLg98qAVRWDAD1dTXrleuLwoXjaD+PFohuRDRoEkgBiygaBnpl9pEdPpenaeG3z9rqN/SLEsfZFLXuYjjHFIEBPV5Nedd6u8wWCaHb7ROMBg0BSne50rNMGgZ6ZfaRHT6Xp2nht8/a6jc27UlC69X1svi7FIEBPV5NedZ4XxNPJm+NUMx5PDhtK30l4kP71c/UgmzYwNngm9JEePZWma+O1zdvrNnYcwOc6tKv2gqssBgF6upr0qvMm5rZGkjfHibmtkSQYeMHG2F7618t5CDpsEOiZ2Ud69FSaro3XNq+sbewkxDkC2VZ4nX7di0GAnq4mvWo9ca5AvArIk31DcTOxvfSPQcBcz4Q+0qOn0nRtvLZ5ZW1jL4GHBg1U9Oz2qjDpVetNLqwP++HmKMAgQM+MPtKjp9J0bby2eWVtY6cA/KlsX4C4+2/HO/fqXgwC9HQ16dXnecHGWKcThXv1GATM9UzoIz16Kk3XxmubV8W8BwD+HGKPwCerwOsoBgF6upr06vMYBOiZ0Ed69FSaro3XNq+sbez/BPCvsj0PoAURBH65DFxFMQjQ09WkV58n7kocT+/VYxAw1zOhj/ToqTRdG69tXlXnCFwGsFwGrKoYBOjpatKrz8velXhQj0HAXM+EPtKjp9J0bby2eWVtYz8G4OOyfawMUHUxCNDT1aRnnscgYK5nQh/p0VNpujZe27yytomfBbAG4JVMGyoDV1EMAvR0NemZ5zEImOuZ0Ed69FSaro3XNq+sbeKHyL986HVl4CqKQYCeriY98zwGAXM9E/pIj55K07Xx2uaVsU3cDzHp/xf5tRXFIEBPV5OeeR6DgLmeCX2kR0+l6dp4bfPK2iYuQ9w74F4Af5hqvI9Al6Jnt1eFSc88zwviaRM2CPTM7CM9eipN18Zrm1fWNnETvLPwQEXPbq8Kk555XnKHYt03CPTM7CM9eipN18Zrm1fGNvEqiEn/eQAPAfhiqh3cK66qGATo6WrSM89jEDDXM6GP9OipNF0br21eWdvENwA8VwakSzEI0NPVpGeexyBgrmdCH+nRU2m6Nl7bvLK2iWch9gp8CKCVah1vxKNzMQjQ09WkZ57HIGCuZ0If6dFTabo2Xtu8sraJr0GEgWzjfQS6FD27vSpMeuZ5DALmeib0kR49laZr47XNq2LeY0UxCNDT1aRnnscgYK5nQh/p0VNpujZe27wyzxE4n9N4aFCXome3V4VJzzyPQcBcz4Q+0qOn0nRtvLZ5ZW0T3wLwgWzJXYYvgYcGdS16dntVmPTM8xgEzPVM6CM9eipN18Zrm1fVoUGPQwSBa6rA6ygGAXq6mvTM8xgEzPVM6CM9eipN18Zrm1fWNvEmAJ+U7RYAT0PsFbitDFxFMQjQ09WkZ57HIGCuZ0If6dFTabo2Xtu8sraJl3DlXYUvo5wbig0D2J9Zth/55x/krZutayBugtaxGATo6WrSM89jEDDXM6GP9OipNF0br21eWdvExwE8I9sygL8G8Ok+Hv8GgFcAvCzb1QBuAHAawOsQ5x4cles+BHEi8uvy5zd2WHdR9ulJAPvkspfQw7kLDAL0dDXpmecxCJjrmdBHevRUmq6N1zavrG3iAQB/BWAM4vCgvwLw0T4e34L4JD/9SX0IcYgRIA49agO4Tv57vVy+CuDRgnVvhwgXAPCi7NsUdkJCx2IQoKerSc9Mz4QNAj0z+0iPnkrTtfHa5pW1TXweYvJ9L8QEvA1xJaFuh+kAwMexcyjRhwC+IpcfB/CA/HqfXOceiNCQ1MMA1grWHZV9eAXi5mYHAZyACC1di0GAnq4mPTM9EzYI9MzsIz16Kk3XxmubV8Y2cR/EOQLfAvARiIn2HMRk/DcKHnMUYvL+LIBfAfAcRCD4bfm4T0EcInRf6jGXIILGxdSyL0knb91bIfYw3CX7dBRij8A8RDgYT1ZeWVl5Ynl5uZ1trVaLjY2NrZQWHDvF1qV99euv/UJ1H9jY2Nhcaq3W3oPAVXLy/gZ2Du15XC77nYLHTAJ4BMCX5SQ9fVLxtyE+3X9cTtqT33EZ4tj+NnaO939Etrx103sjhiDODTgMERruhNhLsA8FxT0C9HQ16ZnpmfDJED0z+0iPnkrTtfHa5pW1TfwWdl8tqA3g3R4f+3mIE3wPAvgliE/zPwXgCMQJwABwP4Az8uvzAO4GcEgum+ywblJNAHdA7BFYhrhy0Dl0OEyIQYCeriY9Mz0TNgj0zOwjPXoqTdfGa5tX1jZxCMCfQXzq/jaAv4c45KeX2gfgJMQhPy0AgVx+LcQx/pcgwsVhufyI/P4ygEg+vmhdQFxV6Hn59UEAm/L3PNipUwwC9HQ16ZnpmbBBoGdmH+nRU2m6Nl7bvDK3ibdDXDHoegC/OcDjP4H8T+hvwZX3IxgCcHOP6x6Sra9iEKCnq0nPTM+EDQI9M/tIj55K07Xx2uaVtU38W1x51aCVMmBVxSBAT1eTnpmeCRuEMj0vjGOd+2fC35AevSq8sk3XxmubV9Y28SLEOQE3QVzrfx0iDHyyDFxFMQjQ09WkZ6bnBdGMF0QzXhgt6bpBKNPzm/G8H8aLuvbPhL8hPXpVeGWbro3XNq+MbeIBiEn/86llX5DLxnMfYUAxCNDT1aRnvjfVjMd13CCU6XlBPO0F8XQjjF/1g2hNt/6Z8DekR68Kr2zTtfHa5pW1TXwbYuJ/EuKE4eTmYFeXgasoBgF6upr07PC2D51pRhN+M57XYYNQlucF0czkwvrwxNzWiB/Eq14QzejUP9UmPXoqvbJN18Zrm1fWNvHTAFYhrtrTBvAagD8oA1ZVDAL0dDXp2eElhwl5wcaYH26OqtggeGG05AfxapkbGD+I1vxwczQZ51QzHmcQoEdPH69s07Xx2uaVuU28GsAIxB19RyCu9Z+9go8xxSBAT1eTnh3exNzWSHrCrGKD4IXRUqMZTZS6gQmi2exYRejJP3lY9w2qCX2kR0+l6dp4bfPK2ib+OXb2BqRb35ft1KUYBOjpatKz00s+mU/ewHu96s6eNghBNDsxtzVS5gbGC+LpK8YWbo56YbSUNybdN6gm9JEePZWma+O1zStrG9aCuFPvZYg7/H4ov+cegS5Fz26vCpOend7E3NaIF0ZL20Ggw+E0ZW0QvCCaAYBuVzLqZwPjBRtjeePzgo2xvN+j+wbVhD7So6fSdG28tnllbMMOQnz6/wUA/wbgaYgbe7UBfGyvuKpiEKCnq0nPbm/t5H/UHgR6ucxnrxuYibmtkaKxMQjQo6feK9t0bby2eWVtwz6E2CuwALFX4FsQQeA3ysBVFIMAPV1NevZ7jWY04QXxdL8n8va7QdjeIyAv87lnL4zjTmNjEKBHT71XtunaeG3zytqG/TGA8wA+CxEK2gC+XQasqhgE6Olq0nPH6+eQnUE2CEkQmFxYHy7jTsCJV1QMAvToqffKNl0br21eFfOeAzD4jsJJMQjQ09Wk545XdRBoNKOJ5Hf1enhQ2vPCOE7fLKzo/ICkGkE0q9MG0ISNND16uj+nXRuvbV4V8x4rikGAnq4mPXe8vInzXjYI2Tv8pifukwvrw70cipT2pprxeHI1oOSeCJ3GNrmwPqzTBtCEjTQ9ero/p10br20eg0BBMQjQ09Wk544n7jUQLxZderPXDUJ6ot4I41eTgJH93ds/72ED44XRUnKloyQQTC6sD3cbX/Z8BN03qCb0kR49laZr47XNYxAoKAYBerqa9Nz1et1D4DfjeT/cHJ1cWB9+/t/fbXvBxlhyo6/kcKD0zcyS6jUIJMEieQwgDmPqdYxesDHmBdGMF0Qzj71wWusNquqNND16uj+nXRuvbR6DQEExCNDT1aTnrueHm6PZw3tyW+rY/6zX8fKePQSBx1443fab8Xx24u834/lBx1vG1ZE4iaBHT43p2nht8xgECopBgJ6uJj23valmPN7pTX2qGY+nD9Hpp3+9BIHnoh+0J+a2RrIT/04Bo1O1Wq12tzFxEkGPXnle2aZr47XNYxAoKAYBerqa9Nz2Ok3W/SBa20v/egkCJ753tg2IE3/7H92VlfSvpz0dnETQo6ed6dp4bfMYBAqKQYCeriY9t728K+8kzQvi6b30r2MQkDc5O/ujH1cy3jrupKyLSY+eSq9s07Xx2uYxCBQUgwA9XU169LLH1PtBtOY34/m8w3P6DQJFVycaxOulEq/RjCZ03KCq3kjTo6f7c9q18drmMQgUFIMAPV1NevQAceKwF2yM+c14vhFEs0XH6PfTv+RwHy/YGPODeNVvxvNeEM34Ybw4iNdLJV5yqVTdNqiqN9L06On+nHZtvLZ5DAIFxSBAT1eTHr1sdTpRdy/9S9xBTz7upbKeuLToxpgXxNOD3DuBkwh69Oo1XRuvbR6DQEExCNDT1aRHzxVvkDsrcxJBj141ZlEwt3W8rngMAgXFIEBPV5MePVe8RjOa8JvxPCcR9OiV5w1sBtFsXjh/6pvft3O8jngMAgXFIEBPV5MePdc8TiLo0SvPG9RMDtvLLn/+39+1cryueAwCBcUgQE9Xkx4917x+TiLmJIIevWrMoiBw4ntnrRyvK55OQeAAgBtylg8D2J9Ztl8u72XdbF0D4KpunWEQoKerSY+ea14/9xjgJIIevWpML9gY88PN0UYYv5q+hDGDgNmeLkEgBPAugE0ArwC4GiIUnAbwOoAPAByV6z4E4LxcfhrAjR3WXQTwDIAnAeyTy14CMNStQwwC9HQ16dFzzevljsecRNCjV63pBRtjgDhUL72XjkHAbE+HIHAbgBZ2Jur3APhliHDwtFx2E4A2gOvkv9fL5asAHi1Y93aIUAEALwIYAzCFnZDQsRgE6Olq0qPnope9iRonEfTo1Wd6YbSUDgLpvXTvvHfBuvG65OkQBD4P4BzEp/yXACzI5ccBPCC/3gcxub8HIjQk9TCAtYJ1RwG8BREGzgI4COAExCFIXYtBgJ6uJj16LnpTzXickwh69BSZQTS7fcPBMFrygng6+RmDgNmeqiBwFGLy/qz8ug3gDwHcBREGbgXwMoD7Uo+5BOBeABdTy74knbx1b4U4F+AuiMn/UYg9AvMQ4WA8WXllZeWJ5eXldra1Wi02NjY2tpraz3/+87c6/fwnF3/WfuyF0+3g2Ck2NrYBW/o11Ovr6cT3zm6/Dp+LftButVrbP3vnvQvKx8Q2eGu11ASBSQCPAPgygGmIT+yT+hbEpP1xiEk7ICb0lyGO7W9j5zCiR2TLWzd90vAQxLkBhyFCw53yd+5DQXGPAD1dTXr0XPa63WQsOMZPE+nRK2p+uDnaaEYT22aPN+1L373cC6IZAPCDaK0Rco+A6Z6qIJCuX4eY3N8IMWG/COAzAI5AnAAMAPcDOCO/Pg/gbgCH5LLJDusm1QRwB8QegWWIKwedQ4fDhBgE6Olq0qPnutdp8sJJBD16+c0L4xgAJhfWh5/65vfbU814vNcrcqVff+lDhBohg4Dpng5BABDH+n8Icfz//5TLroU4xv8SxCf8h+XyI/L7ywAiiE/1i9YFRMB4Xn59EOLKRC0AD3bqEIMAPV1NevRc9zpdRYiTCHr08psXRkvJa+id9y60xX0BohkviKc7nYzvN+P5vNdhoxlNNEIGAdM9XYIAICbzefcGuAViAp+uIQA397juIdn6KgYBerqa9OjRK77bMCcR9OjlNy+Ip9OvOz/cHE0O80k+3d+9/sZYI4hm/XBzNO81mATyn1z8mZbjNeH/RAdPpyCgVTEI0NPVpEePXvHlRDmJoEcvv6WP809ed9vH++fcvTvZY1D0GpyY2xpphGIiqeN4Tfg/0cFjECgoBgF6upr06NED/HBzNDlZsZ8NYN5jdN5I06M3iOeFcZxdlve6S+4NkHeuQHIuQMfXYRCvMgiY7TEIFBSDAD1dTXr06IlKroCSNC+Mlp6LftD2wmgp25IAkHcIhM4baXr0+vX8IFpLrvPvN+P5ZHne6y7ZS5AXBHp5DXphtMQgYLbHIFBQDAL0dDXp0aPXvze5sD4sJkjRTHpypPtGmh69frzkDsB+uDnaCOVx/mH8qh/Eq51eJ9kg4AfRWi+vNy+IZhgEzPYYBAqKQYCeriY9evQG85ITHyfmtkbyDp3QcSNNj16/QSB5vvtBvLodBMJ4sdPr5IogUHCloGwlQWCQPW11/f1U/5/o7jEIFBSDAD1dTXr06A3mpY95Tp8c2S0U2LTRp2ev5wfxajoIJHsHGmH8avak325BoNNJwrsfF08zCJjtMQgUFIMAPV1NevTo7d1LT3y6HSpk00afnr1ecoOw9HO81yAw1YzH01avQWBibmuEQcBsj0GgoBgE6Olq0qNHb+9eeuKTFStnWQAAIABJREFUXAZRx400PXq9esDO5UDF1/F0r0EgOacgab0GgcRKn5Cv29/Ppv/jKjwGgYJiEKCnq0mPHr1yPC+M4+TYaV030vTo9eIlJwNPNePx7ed3sDGWhNxuQQAA/GY8nxwm128QaATRbFl7BVbW32yXFSps+j+uymMQKCgGAXq6mvTo0SvH85vxfHL5RF030vTo9eIl5wYk9wVIf90IewsCyWvCC+O40Ywm+nnNeUE0U1YQeC76QbvRjCZM/z8xxWMQKCgGAXq6mvTo0SvHS588rOtGmh69PE8c/x/N+GG86AfRWiOIZgFxiE/ynE6H3F6DwFQzHk+fcNzra67MIHDie2fb6UOaGqHY46H7/4mpHoNAQTEI0NPVpEePXvnero1jEM3qspGmRy/PSz93p5rxeDLpL3pu9xoEJhfWh7OXGu1WZQeBd9670AbE5X7F/T92LoOq8/+JqR6DQEExCNDT1aRHj175nt+M55NPV7MnTuZtVPdyDLNNkwh69XvZm4N1q0bYexAAdp9w3EuJIBBP7zkIBNGsH0RrZ3/04119S/bc5d39eDsshJuju85xyFwS2LT/4zo9BoGCYhCgp6tJjx69arxkMgPs3kOQt1GdmNsaaTSjiUEOWbBpEkGvfi99HkAv1QjFpUV7fZ2kD5nrpVqtVtsPN0f3FASCaDY5ubmob14QT2cfl/1bJOuIqxjtvDZN+z+u02MQKCgGAXq6mvTo0avGm1xYH05OkkxPaq6ciO18Yjq5sD7cz12KVW/06Znv9fu89sI4LvN1UmR1ux9HtvlBvDq5sD7cCHe/por6lneZ3yvGGmyM+WG86AXxdPoQP9P+j+v0GAQKikGAnq4mPXr0qveKgoAfRGvZdbM3Y9J5o09vcM9vxvO97AHSLQjkHfNfRRDIPXRHtuzeAj+IV5MTnBth/KoXxNO99C1r5K0jwsDmaPp1actzsAqPQaCgGATo6WrSo0evei8vCPhBtFZ0RRU/jBdN2OjTG9zzgo2xXsKAbkEge1gQUG0Q8MJoyQ/jxaSJv93ukJA+udkLopn04Ui9BoF0eMir9OFKtjwHq/AYBAqKQYCeriY9evSq93L3CATRbNH11Tt9GqrTRp/e4F4yWfXDzdFOYaDK/vV7aU8g/5j/aoLAxlje+Qt+EK+mT8DvNoZeg0Av5zIwCHRvDAIFxSBAT1eTHj161XvpO6UGx061k0sYFq3fz+FBNk0inPHkYSxJdToxtoz++c14Xkyso5m9BoG8qiIIdKvtMXQ52bmTl/zd88576FQn3zzX7vdcHu2egxV5DAIFxSBAT1eTHj161XsTc1sjyYnAwbFT7W6Tl+wlR+vY6IubSm2MPfXN71szKVHpdZooZi+p2ekk8TL6lz6c540z/9lO9kCYHgR6ufRpN89vxvN5hzt1M7P3B9HxOajCYxAoKAYBerqa9OjRq8/zgnj6uegHfUx0ut9foJeNtBfGcTLR9IN4Ne0mN29KDo3Y+M4PrZmUKPU6TBTzrq1ftFdgO1jkhMdeb4yVfmzynG6E8avpOwfvpVQEAb8Zz2f3rAzidbp5Wiez1712fhCt+UG82ikYGvOc7qExCBQUgwA9XU169OjV5/Vj+mG8ODG3NdLtEISuG2l5WJIXbIx5YRxPzG2NpE9GBnZPht6/8FNrJiUqPUAcz563Tt6JqYMEASD/evjZlnfyrN+M5/t75haXiiAwubA+3MskvsrXcC97BZLLCHtBPF30fDDlOd1LYxAoKAYBerqa9OjRq88bxGw0owkvjJYGOXQk+aQ/OSl5+xKLzWhCTC6v/GSahz2U4wHJCa/RTNLENek3xvJOTE3+T4q8ToeTdQsDec+/QT4JLyoVQUCVlza7/d2TQ6/8cHM0uUqUyc/pXhqDQEExCNDT1aRHj1593l7MQSYRyWQvfYUaYOeQkqIgMDG3NeI34/n0yZQmTkpUegP9H4ebo9m/dW9BoPgQoex5ADo9p6u2qvCyZqfnQvr1lYRCk5/TvTQGgYJiEKCnq0mPHr36vL2YRcckd9pId/KyE5W8/k0urA97QTw9ubA+3M+9DXSZlKj0Bvk/BsQhQulDSPYaBLKHAOn0nK7aqsLLmp3O48nudcm7m7FJz+leGoNAQTEI0NPVpEePXn3eXs28T+arDAK7fnePJ6bqNClR6Q36fwzsPva8lyCQ/H/mtez/sW7P6SqtKrysKY7/Tx36FUZLjSCaLfr/Mvk53UszIQgMA9ifWbZfLu9l3WxdA+Cqbr+UQYCeriY9evTq8/Zq5n0qX7SR7nZt9LxJYqf+MQjUFwTSh5Ak953o9pi8vvhBvJr9VFq353SVVhXeXk2Tn9O9NB2CwBSAk6l2GcDfALgBwGkArwP4AMBRuf5DAM7L5acB3Nhh3UUAzwB4EsA+uewlAEPdOsUgQE9Xkx49evV5ezXzjjHO20j7QbTW7RrxfjOez7uzcaf+mTYpUekN+n+c/X8Ojp1q93K9/7y+5D1Ot+d0lVYV3l5Nk5/TvTQdgkC6GhBhYB+AEMDTcvlNANoArpP/Xi+XrwJ4tGDd2wG8Ipe9CGAMInQc7aUjDAL0dDXp0aNXn7dXM+/KMrlBoBnPd7s8ZNE15HULAslJlslx8zpPmvwwXiwnCMgxN+P5x1443e7levm5x6rnPE6353SVVhXeXk3dJu5lezoFgWsAfAjgM/L74wAekF/vg5jc3wOglXrMwwDWCtYdBfAWRBg4C+AggBMADvTSGQYBerqa9OjRq8/bqzm5sD481YzH08ckP/bC6e2NtN+M570gnk4mkmX3r+jKRVVOSpLfPdWMx70wjje+88N2Lzdaq23SJI/n94N4dXJhffj5f393z0EgXe+8d6Gn50sSHLI3i8uup9tzukqrCm+vZr/n+TAI9FZHISbvz6aWfRHisJ2kXgZwX+r7SwDuBXAxtexL0slb91aIcwHugpj8H4XYIzAPEQ62b0+9srLyxPLycjvbWq0WGxsbG1tN7ec///lbqvtQRzvxvbPtx1443X7qm99vf/ft97eXv3HmP0v/XT+5+LP2U9/8fjs4dqq2lv7971/4afv9Cz9tn/je2Vr70K1/G9/54fbfO/n/UPFceOe9C7v+NlU8B9j21nR67lb1ehh8Oj94TQJ4BMCXU8vOyuVJPQ4xaQfEhP4yxLH9bewc7/+IbHnrpk8aHoIIGYchQsOd8vftQ0FxjwA9XU169OjV51Vhnv3Rj9uNIJr1w83RvBtV9Vvd+ld0GdOq9wik+zfoictl9y85iTd9Qu7JN8/1dEx/Wf8f2Urf5Crv8C/dn9O2v4Z7Pc+HewT2Vslx/enDdo5AnAAMAPcDOCO/Pg/gbgCH5LLJDusm1QRwB8QegWWIw5DOocNhQgwC9HQ16dGjV59XhanCS1/n3uUgkBe83r/w03a38zPK/v9Il7j3gzhMqAyvl2IQ6L0YBOqpPwVwKrPsWohj/C9BfMJ/WC4/Ir+/DCCC+FS/aF1AXFXoefn1QQCbEOcZPNipQwwC9HQ16dGjV59XhanCS3/q7GoQKLqkZ6vVak814/G8nw1Suj9fyjZtHy+DgPq6BWICn64hADf3uO4h2foqBgF6upr06NGrz6vCVBMEukzEc26IVWYQKLpDa52TpqLDf2z4/1Vp2j7evEPrGAQcKAYBerqa9OjRq8+rwlQVBLwwjpP7FaQnAn4YL2avg192EADkDdFyrsBS16TJD+PFQf9+/ZTuXtmm7eOdXFgf1mniziBQUzEI0NPVpEePXn1eFaYqb3JhfVgcj75774Afbo6mDx2qKgh4YbTU6yFCnS57OvAegYLLs9ry/6vKdGG84hK/4hLAjSCafeyF0+1+zrthEDCwGATo6WrSo0evPq8KUwevEYpj5v0gWkuWJZ/WP/XN71cSBJITdbudr9AtMAweBDbGyvr7dSrdvbJN18YLiCt/9XLejRdGS364OeqH8WKn4MAgoGExCNDT1aRHj159XhWmDl5y+dJGM5pIlvnNeN4PN0ffOPOflQSBdIkbqImWfqwfxovJibteGC35zXg+ezhRr5McL4yW0odBMQhUY7o23rSXPcwu3bInoPthvMggYFAxCNDT1aRHj159XhWmTl7R5TQHmXx4YRznnZDbrX/pT0rTh+8khyz54eZoMqn3g2jtu2+/384710CcAxGvNoJoNmnpiVrR79fp/6MOr2zTtfGmveRE4rxP+7P3hMi7+hCDgMbFIEBPV5MePXr1eVWYJnidJi1FzQ/jxUGCwO5P7Xcfx58XVFqtVjt9DoEXxvFUMx4XwSGaSW4W5gXxNINA9aZr4017yT0gvCCezp7Xkn1MFYe7MQhUWAwC9HQ16dGjV59XhWmC5wUbY34QrTWa0USvV/opuilW1yCQOta66PCdrDfVjMeTEzc73Z2ZQaB607XxFnlJeE72TGV/3ukSugwCGhaDAD1dTXr06NXnVWGa4iUT7LzrqBcFgbyJfC/9Sw776TSpT3tesDHWy7oMAtWbro23yEteJ8kegrzHMQgYVAwC9HQ16dGjV59XhWmyJw63EXsIsidKekE0U3QoT7ffWbQ3od/+XeEyCFRuujbeIm9yYX04ffJ9XjEIGFQMAvR0NenRo1efV4VpuicOF4qWsjda2st1+sWhPvmfog7ibfdV3jHZC+O4DK+X0t0r23RtvHvxiu6PwSCgYTEI0NPVpEePXn1eFaYNXnJFlKIr/vTrTcxtjWSvsrKX/iXVaEYTfhCvFvWtX6+X0t0r23RtvHvxik4Yzk7c93oHbgaBEopBgJ6uJj169OrzqjBt8sSVguShQpreuVfcFbb4JGTV/avbK9t0bbx78boFge0AsH3528ECAYNACcUgQE9Xkx49evV5VZg2eZML68PpkyT36vVS/QeBzlciUt2/ur2yTdfGuxevUxDwg2gtOadlqhmPT8xtjXhBNOMH8aq4ElG01ummZAwCJReDAD1dTXr06NXnVWHa5k0urA97YRwzCJjhlW26Nt69eH64OZpMwNOH1QXHTrWTe2D4zXh+514YG2PJHbaTOxUzCNRUDAL0dDXp0aNXn1eFaaPnBRtjRVdMUd0/BoFqTdfGu1cvPdH3g3jVD+PFx1443U5eP8mEH5BBQF6ONLkiV3LjPgaBiotBgJ6uJj169OrzqjDp0VPplW26Nt6yPS+Ip99570I779K7O3cu3gmzXhBPJ1fDYhCosBgE6Olq0qNHrz6vCpMePZVe2aZr463by96fI7lfQafzBRgESigGAXq6mvTo0avPq8KkR0+lV7bp2njr9tKHCqWr0YwmGAQqLAYBerqa9OjRq8+rwqRHT6VXtunaeHXxiq5AxCBQUjEI0NPVpEePXn1eFSY9eiq9sk3XxquLxyBQcTEI0NPVpEePXn1eFSY9eiq9sk3XxquLl74UKYNABcUgQE9Xkx49evV5VZj06Kn0yjZdG69OHoNAhcUgQE9Xkx49evV5VZj06Kn0yjZdG69OXiOMX03uSJy+ihCDQAnFIEBPV5MePXr1eVWY9Oip9Mo2XRuvTp4XRkteEM14YbQ0ubA+nNytmEGghGIQoKerSY8evfq8Kkx69FR6ZZuujVcnL7nrsBdEM4C4a3E2CCThgEGgz2IQoKerSY8evfq8Kkx69FR6ZZuujVcnL7njcHLDseQE4nQQAAA/iNZMCAJXy5atYQD7M8v2y+W9rJutawBc1a0zDAL0dDXp0aNXn1eFSY+eSq9s07Xx6u6lg4AXRkvAzp4CnYPAKoB1AC8D+AaAfQBuAHAawOsAPgBwVK77EIDzcvlpADd2WHcRwDMAnpQmALwEYKhbhxgE6Olq0qNHrz6vCpMePZVe2aZr49Xd88JoaXuPQDOaAAAviKeTE4t1DAK3AbgM8Sn9RwC0AdwMIATwtFznJrn8Ovnv9XL5KoBHC9a9HcArctmLAMYATGEnJHQsBgF6upr06NGrz6vCpEdPpVe26dp4dff8cHP0xPfOtv0gXk2WecHGmBdGS40gmtUxCADA2xCf6L8L4DW57DiAB+TX+yAm9/cAaKUe9zCAtYJ1RwG8BREGzgI4COAEgAO9dIhBgJ6uJj169OrzqjDp0VPplW26Nl5TPD/cHE2+98PNUT+MFyfmtkZ0CQJHISbvzwL4FIBLAP4VwAsQeweugzhM6L7UYy4BuBfAxdSyL0knb91bIfYy3AUx+T8KsUdgHiIcjCcrr6ysPLG8vNzOtlarxcbGxsZWU/v5z3/+luo+sLGxsdnY3nnvQrvVarXXTv5HOzh2qh0cO9V+7IXT7VZLTRCYBPAIgC/LCfqp1M/eBfCnAB6HmLQDYkJ/GeLY/jZ2jvd/RLa8ddMnDQ9BnBtwGCI03Amxl2AfCop7BOjpatKjR68+rwqTHj2VXtmma+M13fOCeNpvxvPJjchUBYF0HYY4wfdqiE/uWxDH8x+BOFwIAO4HcEZ+fR7A3QAOyWWTHdZNqgngDog9AssQVw46hw6HCTEI0NPVpEePXn1eFSY9eiq9sk3Xxmu65wUbY14QzTSCaNZvxvM6BAEAiCAO5/kQwPNy2bUQx/hfgviE/7BcfkR+f1k+bl+HdQFxVaHEPAhgEyJsPNipQwwC9HQ16dGjV59XhUmPnkqvbNO18ZruecHG2OTC+vDE3NaIF0QzugQBAPgYxKf82boFYgKfriGIKwv1su6hArdjMQjQ09WkR49efV4VJj16Kr2yTdfGa5OnWxDQqhgE6Olq0qNHrz6vCpMePZVe2aZr47XJYxDoUAwC9HQ16dGjV59XhUmPnkqvbNO18drkecHGGINAQTEI0NPVpEePXn1eFSY9eiq9sk3XxmuTNzG3NcIgUFAMAvR0NenRo1efV4VJj55Kr2zTtfHa5jEIFBSDAD1dTXr06NXnVWHSo6fSK9t0bby2eQwCBcUgQE9Xkx49evV5VZj06Kn0yjZdG69tHoNAQTEI0NPVpEePXn1eFSY9eiq9sk3XxmubxyBQUAwC9HQ16dGjV59XhUmPnkqvbNO18drmMQgUFIMAPV1NevTo1edVYdKjp9Ir23RtvLZ5DAIFxSBAT1eTHj169XlVmPToqfTKNl0br20eg0BBMQjQ09WkR49efV4VJj16Kr2yTdfGa5vHIFBQDAL0dDXp0aNXn1eFSY+eSq9s07Xx2uYxCBQUgwA9XU169OjV51Vh0qOn0ivbdG28tnkMAgXFIEBPV5MePXr1eVWY9Oip9Mo2XRuvbR6DQEExCNDT1aRHj159XhUmPXoqvbJN18Zrm8cgUFAMAvR0NenRo1efV4VJj55Kr2zTtfHa5jEIFBSDAD1dTXr06NXnVWHSo6fSK9t0bby2eQwCBcUgQE9Xkx49evV5VZj06Kn0yjZdG69tHoNAQTEI0NPVpEePXn1eFSY9eiq9sk3XxmubxyBQUAwC9HQ16dGjV59XhUmPnkqvbNO18drmMQgUFIMAPV1NevTo1edVYdKjp9Ir23RtvLZ5DAIFxSBAT1eTHj169XlVmPToqfTKNl0br20eg0BBMQjQ09WkR49efV4VJj16Kr2yTdfGa5vHIFBQDAL0dDXp0aNXn1eFSY+eSq9s07Xx2uYxCBQUgwA9XU169OjV51Vh0qOn0ivbdG28tnkMAgXFIEBPV5MePXr1eVWY9Oip9Mo2XRuvbZ5OQeAaAAdzlg8D2J9Ztl8u72XdvN9zVbfOMAjQ09WkR49efV4VJj16Kr2yTdfGa5unQxAYBvA8gE0ArwF4FmKifgOA0wBeB/ABgKNy/YcAnJfLTwO4scO6iwCeAfAkgH1y2UsAhrp1ikGAnq4mPXr06vOqMOnRU+mVbbo2Xts8HYLAFyAm8ID4NP8SgHEAIYCn5fKbALQBXCf/vV4uXwXwaMG6twN4RS57EcAYgCnshISOxSBAT1eTHj169XlVmPToqfTKNl0br22eDkHgDyE+zQeAayEm8fcDOA7gAbl8n1x+D4BW6rEPA1grWHcUwFsQYeAsxGFHJwAc6KVTDAL0dDXp0aNXn1eFSY+eSq9s07Xx2uapCgJHISbvz0JMzFsAvg3gXYhJ/CSAlwHcl3rMJQD3AriYWvYl6eSteyvEIUZ3yd9xFGKPwDxEOBhPVl5ZWXlieXm5nW6rq6v/X3YZGxsbG1t1bW1tje+7bGxsbDW2kydP/u9ypvb91SSARwB8WX5/AMARAJ8HcAbi0/zHISbtgJjQX4Y4tr+NneP9H5Etb930ScNDEOcGHIYIDXdC7CXYhz5reTl/T8GgRc9urwqTHj169XlVmPToqfTKNl0br4te1fW7EJPyqyCO6/8QO8EgOWTofoiAAIgThe8GcEgum+ywblJNAHdA7BFYhrhy0Dn0eJhQunT/z6Knl1eFSY8evfq8Kkx69FR6ZZuujddFr+raD3Gy8BmIT/In5fJrIY7xvySXH5bLj8jvLwOIID7VL1oXEFcVel5+fRDi6kQtAA8O0lnd/7Po6eVVYdKjR68+rwqTHj2VXtmma+N10aurbgLwkZzlt+DK+wsMAbi5x3UPyVZK6f6fRU8vrwqTHj169XlVmPToqfTKNl0br4seK1UrKytP0KOn0qRHj159XhUmPXoqvbJN18brosdisVgsFovFYrFYLBaLxWKxWCwWi2VXDcmWretylu0HMFxtdzrWrwH4TIef39zl51XUAQAfy1l+NfLP/8j7u14tWx31OxAnkxfV55Df7yqrn+dg0d+1tHNiulS35+BvAfjlmvqSVNFzcBi7Lymc1Edx5WWEi/6uZdf12H1hg2ypeA0D/T0HgfznW13PwT/CleeFpUv31zCQ/7f6RHnd6Vi6Pgfzxl/0urwGVz4HrsMAVwUcsDo9B69B6p5FNdbHIa7EmK5Oc5ai1+snS+tRcZm0He5nO1JX6foaNq6Sqwm9C2Bdfn0NxKVNz0Pc7Ow8xP0HAOAh+f3rEJctvRHAPwA4Kdu3Ie538DsV9vnvIW7IVlRfALBa4e/P1t9B3OxtHeJv8BmIN+J/gfi7ngHwrxAvoqK/66p8/MsAvoHqX1ivAZju8PMPIU5ir6P6eQ4W/V19AP8L4p4Zb6Pa5x/Q/Tn4AoA/q7gP6cp7Dt4A8Rp9HcAHEDcWBERA+TzEVcaSsFL0d62q7pJ9Kqq6X8P9vg/eBuAvsXsMecuqrDbE/3FR6foaBvL/Vn8M8RyO5PpHKu6zbs/BvPEXvS6HISbZbwP4b/LxQxCv9VMQ25GVGvrc6Tn4a9h9E9Sq61ch/kbfhrhx6mNyed6cBej8em1g932bqioTtsP9bEeult+/LNtTFfdZt9ewsXUPxH98Um9B3I/gNHYuZ/pn8vsDEC+O6+XyVQCPZrwViBudVVnJJGwU4smW1CsQKT75zw8BfEX+LLl/wsdL7stHIP4myacNj0G8cX8O4h4RSV2EuAdE3t/1NogXz1UpL+/KUGVW8gZ0H8TfEwB+CWIjAog3oN+C+JtdK5d9GSL0lV39PAeL/q4fYueTgYcg3rSqrG7PwSQIvALxZgWISVB63bKq6DkYAnhaLrtJrjMk+/Ws/D55Ay/6u1ZV6Tfwt7HznhJChLo6X8NAf8/BpJ+b2L0RyltWZSWTsGUAfyCXfR5AcqKcrq9hIP9v9RZE/xOv6kmkbs/BvPEXvS5/G+I13MJOEPg9iA+RALFXoI3q9650eg4mQeDzAL6VeswaxJ6EsusxAP8kv75G9u0WFM9Zil6vt8rldQYBnbfD/WxHfhNiG1fXHindXsPG1gGIXTuAeOFehkjWH0K8iADx6eolAJ+GeONJ6mGIF3VSn5U/r3pXVjIJ+y2IpJ/URYgXcfKfP4mdN9HPY/eTvMxKnlBDEJ9IPADgi9i5hwP+//bO/keOq87Xj99ix0MSxwmMgYQFAwKyOCsCm1jsspvLRKNM9xADAQWcBDkLXhb2sjZguhqcTZZE8Y6jJdkYJRFWvIkmtqscJZE3+LLBWpNVbrS+8pUFBoVdC+beH/zTSCtdaf6Bvj98T6Vqeqp7uqfrras/j3Q0PdU9z5yqPqfqfKvOC3aX9l6SjytYIT7t8ngqo3zGCU9Au4FH3bZxlz+I7kScI7qQnyW6UKVJP2Ww03F9najh2mBxOc2C5cpgGAg8QnQSfYjoQpU2SWXwGfcT7ILWwgKXkPgJvNNxzYr4CXyBKP9PuLzkXYf7KYMhN7K0EZG0LSvCRtgx7A4mwOex7x3KW4dD2o/VFURdOh5jcXnMgrKVwaT9X65evkgUCIRMuc9lfTMEupfBMBC42n1uE9ZQa5FN97nLsUYe2LVtjt7aLPEyuB44A1xHvoFAma/D/VxHpt3ftVyeswj44pStDg89d2EH8jvu9wWiu9JbsQJ5I4vv0txLdNHBvf5qttkEeg8ELsP2YwvwOHYSyIqbXF7Cx2nfxO7KhhzBCmbScX03doF8EmtALtC5T21a9HoC2osdyy0uX936JA9KL2Ww03G9FzuGz7q/i99Fy4JeA4GPE9WZN8m2y1J7GXwBu9MUMu/yFhI/gXc6rlnR6wk8zzoMvZXBkGEJBMpWh0OSjtU41ri9gDVGsqSMZbB9/5erl0mBwDRwAqvvWXcr6SUQAOuuc6fL68kM83MZ9jRiAetqtVybpb0MPoE9UYZyBQJF1uF+riMT2NOKy7EuRBfJ9hiWsQ4PLT/ADuZNsW2vY40YsC4Nr2BfbrxyfJuoG9A1RFF/FtxLNPBoP/APLG2ELbA4EACr9LuwCpXVhWUCqxx3xbbdih2zkFew45h0XHcRPQoEi1Y/m0E+HyF6VHwG+AyLT0AfYukJ6H3Yvu3CGrdZ0WsZvJXk4wqW13uwvMbv+qRFP2UwDARWYcdy0v3M6qSYVAYfwC4gYHcaF1jc7z9+Ar+Vzsc1LW4hWtX8U0THLX4Cf57FJ3DIpw5D72UwJO9AYDNwwL0Ou2luZnEj7KssDQTKVodD2o/Ve7C7tw9ANEl4AAAgAElEQVQS3dlNmzKXwaT9v5Xu9TIeCNwM/HHsvfDJYJr0UwbjgcA92E2aI9hxzYIN2PF5kSj47NZmgcVlcIzoTva52Ou0ezgM23W4n+vIZURPtda4965LOY9lrsNDyw1YAbuqbfuPsL50a7AIKhz0cQHrgnEldqKJ9/98hew46PKwFotQv4ndSQ/vnn8UK3TvZfGXP4WdXLO6Q7zK5eHmtu3XEBXM97vXV5F8XG/BKt96bP/mgG0Z5PU89n1twr7zG7GG4ysuP3/F0hNQ+HdzRN912vRTBjsd1xPYnajVwHPAX2SQz37KYHyw8Ax2/B4hGzqVwTuI+mR/EauvceIn8E7HNU3qsTzsIRovMYfVgY1YuWs/gWddh6H/8yDkHwiEXSyuwi7UC277U8A+9/oESwMBKFcdDmk/Vj7RXcisKHMZTNr/5eplPBCYwm4ohbO+XMK+lzTppwzGA4HN7rPxxlra/CXJbZBObRZYXAZXAR+MpRbWKE/75s2wXYf7uY78ECsLYONbsuiiW+Y6PLTswr7IeLoPO+nMu3QRq8hghSKs0D5RJXkM8DLM582x/Mxjd0/AvuR5rJKEj6zuJho0tcHl9a8zytcHWHr8nnPvzRD1lwv/f6fj6rttl8iub+zXib6709jjxS3Y48l5ty1+Ahp3r7/r/iarsR+76K8MJh3XKfeZi1jf2CwGK/VTBg9jgUn4dy1sgF8WdCqDl2MDvuax49U+zVqLxVPXJR3XNNmEXZTn3f8IL2i7iL7jC0Qn8LzqcJiHfsogFNM16Dmi7ygcFLzd/c857GliPBAoax2Gpcdqvu3v4+MJ0qLMZbDT/nerly8SPT3eiDWKwuPdbVazQXiO3spg+6xBp7DJE7LiWZaWwQ/Suc0C3etrVl2Dhu063M915J3Y8byAXQ+nSZ8y1+FKshZr7LRXho1kP6tNEmuwRlb7HMHdBh5twApHXnNTt3MtS/PX6bhuSvhs2mzE7mK30+3u7x6ix8F50+lYdTquWc/9vJIyeBPF3oW4nt77lCYd17S5nmgGjJCNdA7eiq7DncpgUVzL0ruqa+i+tksZ63CRDFsZ7Kdebia7rlUhKymDJ4HbM8tRd4pqs3Ri2K7D0N91JI8pT4etDouC+EMsMrx/uQ+KjjyKRfh5LK5SRe7G7lBk9Ti36qgOD47q8GCoDA7OG1i3pSzXJqkyqsODoTo8wqxj8aNo0T/XsvTut+idt5G8SqPoDdXhwVEdHgyVwcHJa1GsqqI6PBiqw0IIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIVJjCpv7+nNdPnMVtnL1n+SSIyGEEEIIIUTm1LFA4M4un3mP+0wzlxwJIYQQQgghMuEzRKuuniAKBC7HVqW+hK01cQibZ/20+8wl7MnB1cD3WLxiphBCCCGEEKLErMOWtV8AHnc/w0DgS+7148CP3OsvAHvd65exhXD+1v3+IFGQ8Mk8d0IIIYQQQgjRH3+ONdy/4n7/IVEgcDXwDeAh4HWixn5716CLwLz73Kx770A+2RdCCCGEEEKshC+zeHDwV4gCgW+51y8CD5AcCKxzr+eBh2Ppjtz2QAghhBBCCNE3V2MN+bNYV6ALRIHAMff6BmDGvf47okDgWeAa97ct4HbgO8A591oIIYQQQghRYsK7/S2iLkCfBz5NNGbgVaJxAWuxwcUt4K+xQOFUzHECuCzXPRBCCCGEEEKsiM3Y3f121gPjCdtXA5tY3OB/u/MIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCrJT1wNa2tLrQHAkhhBBCCCEy5RvAAtBqS1cWmSkhhBBCCCFEdqwC5l2aAR6KpfUF5ksIIYQQQgiRIWEg8LdFZ0QIIYQQQgiRL8ewrkHfAL4US2uLzJQQQgghhBAiW+ZZOj5AYwSEEEIIIYSoONuBP09IeiIghBBCCCFERVkLnAT2Fp0RIYQQQgghRL6cwsYIXFV0RoQQQgghhBD58RrRuIC5WBorMlNCCCGEEEKIbDkFnE1IG4vMlBBCCCGEECJbrgY2JyQhhBBCCCFEhdH0oUIIIYQQQowgPwQec+kwNnD4TWB9kZkSQgghhBBC5Mt92BOBq4vOiBBCCCGEECI7PgN80aUvYYOHW8B7C8yTEEIIIYQQImOSxgi8AawqMlOD8NJLL/2fubm5lpKSkpJSPun3v//9a0XnQUlJSWnE0i/SaDffBky7VAduBC5LQ1wUMzMzraTtc3NzidtXinzV9mXhlE8++fLzZeGUT74ifWk7R21/q+ZL63/PAn8W+/06bJGx8TTkRaBAQL6yOuWTT778fFk45ZOvSF/azlHb36r5Bv3fu4DzWFegS+71efe6Rf5rCYwBq5f5zAZgzXIiBQLyldUpn3zy5efLwimffEX60naO2v5WzTfo//4KyYHAeeDgIOI+uRY4DfwMm7Z0l9u+H3gU+Dui8QrP08OKx0UEArc3/Ila0z9gKfha/QfBRyf3zY5N7psdqzf8Oyb3zY5N7Dk+Xm8E+3vxpZ0/+crhlE8++fLzZeGUT74ifWk7R21/q+ZL638/BHw8DdEKaQKPuNdbsMDkBuBlt+05YBswRRQkdKXfQGBiz/HxWvPEl2ve0W01L9hR9wK/3gj2T+w5vqR7VL15bGu4/czZX7fqDf+OWtM/MN0Mftqe6l7g173At9/9J+pe8Mx0M/hpzTu6rVv+6s1jWyf3zY71sq/dqFJhL8KXhVM++eTLz5eFUz75ivSl7Ry1/a2aL63/fQXwE+ypwP3Aw9iA4bx4Bpu2FOzOfwvYio1TeBk4B6wDTgBrexHOzMy06o1gf90Lnqk1g6+F6dyvftsCmG76T0x7wZ5a88SX681jW+uNYG/YWLdkDflaM/gaWKAQNsxdg96vNf0D3lOvtpICgOVSrekfqDf8O+pe8My0F+ypfd+/pf6D4KP//IvzralGsP2tAMLzdw9yYKtU2IvwZeGUTz758vNl4ZRPviJ9aTtHbX+r5kvrf79ANG3oAeAMNqVoXisLvwB8Ifb7PLaGwRrgZqzxvwt7IrAXCw62hx8+ePDggzMzM632NDe3dJql/7j4u9Z/XPzdiqZo+p//+zetM2d/nfvUUCd/cb514ufnWid+fq719EtvtLynXu053X/4dOv+w6dbD//Tv/b1d0pKSkr9pr/5x1P/VXQelJSUlEYppREIrMUCgAewcQEHgE+5bXk9FXgAa+CDNf4XWDxoeCM2NuAWLGj4BPaUoOM6B1UeLDzVCLbXG8HeuucfqTWDIPFpgxccqnn+zjNnf/2Wr94M9q/k6UU8eU+t7AnIsPqGIY/yySffcOdRPvmKdI7a/lbNl0Y7dA3W6H8GeBJ4DPi+27ZpUHmP3IENFgZb3fhs2/sN4CbsicAMNnPQebp0E6pyIBAnHKsw3fAn6s1gf3tXorhvct/smI2BCJO/s+4Fh4alsBfhG4Y8yieffMOdR/nkK9I5avtbNV9a7dAfsXRl4efTEPfI5dh4gHnsacAtsffeDjztXq8DjgFz2IxHHRmVQCAN31Qj2D4Mhb0I3zDkUT755BvuPMonX5HOUdvfqvnSajeuwrrbHMAG5DbpYYrODLgea+zHudKlvlAg0J+v3jy2teb5O63LUXCo3gz2J3UlqlLlqUoe5ZNPvuHOo3zyFekctf2tmi+tMQIL2J32yqBAYHCfTam6eFrUKlWequRRPvnkG+48yidfkc5R29+q+dJqNz6BdQe6DXg38C6XOg7GLTsKBNLxheMKJvYcH695R7cd/R//qzKVpyp5lE8++YY7j/LJV6Rz1Pa3ar602o3zLB0j0GIFXXLKggKB7HxhUFDzgh01z98ZpmnP3133/CPDUnmqkkf55JNvuPMon3xFOkdtf6vmS6ud18QWEWtPea0jkDoKBIrz2VOEYEfdCw4lTW9alsozDBVcPvnkK59TPvmK9KXtHLX9rZoviwXcKoECgfL42scZlKXyDEMFl08++crnlE++In1pO0dtf6vmUyDQAQUC5fLVm8e2TjWC7daNKNgxsef4eL0Z7P/lb/6z1cv0pb2ud6ATkHzyyTdseZRPviKdo7a/VfMpEOiAAoHh8tU8f2et6R+oeUe3TTWC7fXmsa1hF6OaF+wAWK6bkU5A8skn3zDmUT75inSO2v5WzTdou+wDwIe6pNWDyItEgcDw+Sb3zY51++y05+/WCUg++eQr2imffEX60naO2v5WzTdouyxppiDNGtQH8uXvC2ctymPBs6IruHzyyVc+p3zyFelL2zlq+1s136Dtsu8B3wdexxr+J4EfYdOJnmfpKr9DgwKB0fC1T2N65OS/6wQkn3zyDVUe5ZOvSOeo7W/VfGm0y1ZhKws/FNt2JxYYbBlUXhQKBEbbN93wJ+qNYG+t6R9YlNxg5W4zGZWpgssnn3zlc8onX5G+tJ2jtr9V86XRjlqNNfovAB/Dxg3Mum0fGlReFAoE5FuO6YY/EQYGiUGDS4/7/9aqNYOg38XSynjCkE++UfMNQx7lk69I56jtb9V8abWjZlg6PuBYGuKiUCAgX1ZO645kyQIIm82ol1mNij5hyCffqPmGIY/yyVekc9T2t2q+NNs9Hwa+hQUFfwqsSUtcBAoE5MvTOblvdszWSQh2THv+bltVObn7UZVOQPLJV3bfMORRPvmKdI7a/lbNl1a75wrgJ8Al4H7gYeDGNMRFoUBAvjI4pz1/d/vsRlU6AcknX9l9w5BH+eQr0jlq+1s1X1rtnheIugQdAM5gMwetT0NeBAoE5CuTM96d6MzZX7fCLkW9dicq6wlIPvnK7huGPMonX5HOUdvfqvnSaKOsxQKAB4CDWCDwKbdtaJ8KKBCQr6zOuM/WRAh21JvB/lrTPzDt+bu7zWhU94JDNS/YMbHn+Hi4nsKJn59rWVekwYOKok9o8smnRoR88uXrHLX9rZovjTbKGqzR/wzwJPAYtrZAC9g0qLwoFAjIV1bncr7JfbNjYXDQPlNR0urLy/nqjWDvsJzQ5JNPjQj55MvXOWr7WzVfWm2UH7F01qDn0xAXhQIB+crqXOlqyvXmsa0r8Vlg4e+06VCXf2pQpROkfPINQx7lk69I56jtb9V8abVRVgGfwLoFnQCawMY0xEWhQEC+sjqL9oVBRc3zd9a94FC3E1CtGQT1RrA3XLnZujD11wWpSidc+YbPNwx5lE++Ip2jtr9V86XVppgF/iz2+3XAa8B4GvIiUCAgX1mdZfPVvGBH2NCvef7OEz8/16o3g/31ZrB/Ys/xJeeAiT3Hx6cb/sQwnCDlk28Y8iiffEU6R21/q+YbtA2wCziPdQW65F6fd69bwOZB5EWiQEC+sjqr4gvHMtQ8f2c4yDkp3X/4dCscCD3d8CeSBkPbys1Ln07kecKNLww3yMDrKl1gquAbhjzKJ1+RzlHb36r5Bm0DfIXkQOA8NoPQ0KJAQL6yOuUDCwiCoO75R+rNY1vDVPP8nfVGsLdbFyTvqVdb8QXbem2017xgh33eP1BvBvvjT0Bqnr9zqhFsn274E5P7ZsemG/5E+/oPw3BBkG848yiffEU6R21/q+ZL65r9EPDxNERlQYGAfGV1ytcbYWBgKzX7R2zlZn/nv7z+yxbYE4nJfbNjvTTY655/BGw9h/aZl7rlT2Miht83DHmUT74inaO2v1XzpXXNvhz4JvC4S08Ap4G3pSEvAgUC8pXVKV+6vnA9hZp3dFt8qtS31mZoBj+tN4K9K8nf5L7ZsYk9x8d77bZU9AVBvuHMo3zyFekctf2tmi+ta+wplk4f2kKBwLLIV21fFk75svWF3YzAngDUveDQoPmref7OYbggyDeceZRPviKdo7a/VfOlubJwA3jD/fwuNk5g1aByYAxY3bZttdvey2fb2YAtgtYVBQLyldUp3/D5FAgMr28Y8iiffEU6R21/q+ZL45q4GgsEHgMeAX4G3OC2fbhHxxngZeAFl9YD12Ldi34GvInNUARwH3DBbT8NvL3LZ/cDjwJ/RxSUPE8PaxwoEJCvrE75hs9X845uG4YLgnzDmUf55CvSOWr7WzVfmusItIAvsbKuQXNYQBG/U9/EAguALc53hft5ldt+CPh+h8/egAUXAM8B24ApoiChKwoE5CurU77h8ykQGF7fMORRPvmKdI7a/lbNl9Y1cT3wGexO+y7gx8Cf9vi3V2MN9wVsCtJvuO3PYIEF2N38FrZo2Vzsb78FHOnw2a3YomYvA+eAddiqx2t7yZQCAfnK6pRv+HwTe46PD8MFQb7hzKN88hXpHLX9rZpv0GviPdhaAp3Sug5/twtrvD+GrUL8OBYQ/BHWiH831kXoC7G/mQduBy7Gtt3rPEmffS/2hOFmrPG/C3sisBcLDraHHz548OCDMzMzrfY0NzenpKSklErynnpVaZn0N/946r+KzoOSkpLSKKW5ucECgaSZguLpyg5/Nwl8G/i6a6THA4ZXsLv7D7hGO65Bv4A9cWgR9ff/tktJn40PGt6IjQ24BQsaPoE9Jeg4mFlPBOQrq1O+4fSFU5SG6xnUPf/IdNOmKY1PL+o9ld+doZWsgNxL/mzBtWBHzQt21D3/SNJq0GW4EzYMd+vkk6/sZXrU9rdqvkGviduBT3ZJy87OA9yGDfBdB2zG7ua/G7gDGwAM8EXgrHt9AfgTLMg4iwUVnT4b0gBuwp4IzGAzB52nSzchBQLyldUpX3V88cXJrOHs73zc/7eWrZjc/2JkfV8QPH/35L7ZsTTXOah5R7e176et1RDsSPo/Zb+gDkMe5ZOvSOeo7W/VfGldEyexMQLtqZf++KuAk1iXnznAc9svx/r4z2N3+G9x2+9wvy8Avvv7Tp8Fm1Xoafd6HXDM/Z+vdMuUAgH5yuqUb3R8NS/YUWv6B8IUPkVYLtWaQVD3gkO1pn/g/sOnW/Y6COqNYG+4vdb0D4TrJQBMN/yJ+IJqy11g6p5/pOb5O+vNYL891fCPJAUBcWre0W1FPgEpi1M++Yr0pe0ctf2tmi+ta9g8/XUNSuIakgOH61k61mAj8M4eP3tln/kAFAjIV16nfKPrm9w3Ozbd8CeSTua1ZhBYl5yj2+JPGvrJX7fZjcLg4cTPz7XC1Zjjfzux5/j4Sve35h3d1q37kBoR8smXni9t56jtb9V8aV3DpoDPunQ31n2na9ebsqNAQL6yOuWTL87EnuPj3RrhK81fvXls68Se4+OT+2bH4k8OstzfMMAI07Tn7643g/1qRMgnX3q+lTrDmwHt2+8/fLqS+zsqvizaPQB3YU8E3pWFPA8UCMhXVqd88o2ab6oRbO91HIMaEfLJl76z7gWH6s1jWyf3zY6FTx/D9/7l9V9Wbn9HyZfWOf3vgSddehrrg98C3pGGvAgUCMhXVqd88o2yb6oRbO82lkGNCPnkS051LzgUzlx25OS/t+qNYG+9Eey1O/1LJyaoe8GhcNav+FPHqUawHSCsh+d+9dtS7u8wfCdl8GU1RmABm51naFEgIF9ZnfLJJ591XZpu+BM1z98ZTyd+fq7Vvq3m+TunPX93rRkE9rO/8QhVuujLV23fWzOOef7OcIKA6aaNIUqqd2G3v2nP3x331JpBMLlvdmy5sT/1ZrB/bm6ulcYMZ1kdv6K/k7L70jqnb8IWBLvavR56FAjIV1anfPLJN7hvqhFsrzWDoNb0D3QagF2Gi7R88vXiqzWDwMbW+DvDMl7zgh315rGt083gp/HtSfWk3jy2Nf5koP3znZjYc3x8bm6uFc4clsb+2kxn6biq9B1n5UvrHHwjcARbsTeeNqYhLwIFAvKV1SmffPKl76t5/s5wetXphj8Rv8PZflGte/6R8MnCSmY7qlIjQr78ffVmsD8st/Xmsa1h6lS2p5vBT6cb/kQv9SScmayfujM3N9eywLq/uvBWIN60bkjTnr+73gj2nvvVb1uT+2bHphrB9sl9s2O2xopNPbzE4/m7Fz39c8FM2K1pWL/jPH1pnYMvkTx96BVpyItAgYB8ZXXKJ5982fviXYi8p161tRg8f2dSI2ly3+xYe9eKPC76Yf/tKjVKyuqre8GhiT3Hx6cawfbphj/RbTarNPIXX+/j4OwvWtF2/0i/ZTlpfY80613oCp9IhOMQbBV12zbVCLZPN900x41gb807ui3sdjTVCLbHuyB1y1u8od9t3ZLJfbNjURARLdQ4zGUwK18aZWE11uj/sXtdCRQIyFdWp3zyyZefb3Lf7Ni5X/22J2c09ak1PjrdIe16kfb83dHYh3AKVRsPYQ0pG7gZvwP8y9/8ZyucajVsKHUaAFr2RkmRvok9x8eTxp3YwnlL77iHi/DZ8V76BKlTQ3W5Ae91zz+StBZIv3fqu5FFILAcy0113K+vH+bm5lrd1mEJU63pH3hr+uIuiywOS5nuJaV1vGewtQNuB26NJa0jsAzyVduXhVM++eTLzzeos+b5O9unPo1fpOuefyS8s19r+ge6uawbRO93d8OpHvNulIQz0YT7/fA//WupGk1v9YN3AVM4D/5Kv2OwRnr8Dn69EeyNN+aTsO998ffTPkNPt+93EIoIBIrydXOG3aq6fVdla7iXNRA4xuArC5cKBQLyldUpn3zy5efLwvnL3/xna6oRbG9vgCzXcOzEcvmzxk73hdnS7E+dlL+wa0iRjaZaMwjCu+rxxva5X/22Ne35u1dy7FfyfcQJF+wLnzwklYGyl+mq1+GaF+woU8O9jIHAGqzRfwG4D7gnltYNKi8KBQLyldUpn3zy5efLwlmEz/pLR6s215vB/nBwZtjVKNz29EtvrLhR0j5NZTx/1u3G9SN3d8/buzDVveBQvRHsnW74Ezbg01L8f3R7wmD9xy2oaR8w2qlrTRW+3yKdo7C/8bpT845uO/mL862wjL4VZLaVxbemcQ27l3VZFHHYAwGAM8DjaYjKggIB+crqlE8++fLzZeEcBl84LsEGfLoxD64BH3ZpWTIGwo1v6Dd/YWASrl7ba/6iwahRd6n4nX4LcKInId18y/3Pfii7L23nqO1vuy8amHx0m40xCHbUvGBH+99066pXhUDgHPZU4BIwF0sresxZBhQIyFdWp3zyyZefLwtnlXzWGPd31j3/SKe553v19do1qp/8hQOAuwUYVfo+inCO2v4O4ntrXYfY1MO1ZhB4T73asiDCPS3zgh1TjWD7tOfvfuvJWCPYGy4Ut9zYnyICgVNYMNCetI7AMshXbV8WTvnkky8/XxZO+eQr0pe2c9T2N23fxJ7j4/9x8XcdfTXv6LZ4kBzOvlTz/J1lCgQqhwIB+crqlE8++fLzZeGUT74ifWk7R21/y+Kb3Dc7tmgcjefvDp8UFDVG4EJCUtegZZCv2r4snPLJJ19+viyc8slXpC9t56jtb5l87d3pbBaqYL8toGarpIPNfBROU5xVIPAa8KZL4SrD86hr0LLIV21fFk755JMvP18WTvnkK9KXtnPU9ndYfWHQEF/0sN4M9mfVNegBLBDYkIU8DxQIyFdWp3zyyZefLwunfPIV6UvbOWr7WyVfvXlsa1r/ewvwLpeuBx7Bngp8IA15ESgQkK+sTvnkky8/XxZO+eQr0pe2c9T2t2q+tP73PEtXFV5AC4oti3zV9mXhlE8++fLzZeGUT74ifWk7R21/q+ZL638/ADzq0gzwTeB9aYiLQoGAfGV1yieffPn5snDKJ1+RvrSdo7a/VfOl9b/XAl8DtmHdg74GvC0NcVEoEJCvrE755JMvP18WTvnkK9KXtnPU9rdqvrT+99NYd6DbgRvc69eA1WnIi0CBgHxldconn3z5+bJwyidfkb60naO2v1XzpfG/V2FjBJ4FLsOeDuzBgoEPDiovisOHD/+/mZmZlpKSkpJSPknnXSUlJaV800svvfR/B20zr8Ea/Wfca7AxAy3gY4PKy8bMTPKTAvnky8spn3zy5efLwimffEX60naO2v6Ooq8XnmXxbEEt4I28M5EHZf+y5CuXLwunfPLJl58vC6d88hXpS9s5avs7ir5e2AjcCTwPvA58F7gu70zkQdm/LPnK5cvCKZ988uXny8Ipn3xF+tJ2jtr+jqKvV27AZgy6CvhwERnIg7J/WfKVy5eFUz755MvPl4VTPvmK9KXtHLX9HUVfL/x3ls4adDDvTOTBwYMHH5RPviKd8sknX36+LJzyyVekL23nqO3vKPp64SI2JmALcAUwiwUD78o7I0IIIYQQQoh8WIs1+p+ObbvbbdteSI6EEEIIIYQQufA61vA/iQ0YXgAuAeuLzNQK2OhSO1ckbFsNjGWbna78AfChLu+/c5n3s2AtsClh+3psjYl2ko7revIrNx8D3t7l/U+SnO8s6acMdjquV6aao84sVwY/Arwjp7yEdCqDYyQvcPg2bC2UOJ2Oa9pcBdzS5f0i6jD0VwYhubzlVQb/G7Cuy/tlr8OQfKyuSS87XSlrGUza/071cgNLy8AV2LkgD7qVwQ0Uc0P0aqLp3EO6tVk61dc8enUM03W4n+tIXpSmDr8POIQtLNYCTgF/nsc/Tol1wDGse9Ose70B+DhwAXjF/fyE+/x97vefAaexQvw9LBA66T7fItt1FL4LPNbl/bux7yQvvoN1EZvFjsGHsBPxj7HjehZ4EqtEnY7rIff3LwBPkH3FOgXs6PL+Jay7Wx70UwY7Hdc68CLR7F1Zr+OxXBk8jM0mlhdJZfBarI7+DHgT2OU++w7gNuymRRisdDquWXGzy1Mn8q7D/Z4HPwB8lcX7kLQtSyECjtoAAApUSURBVFrYd9yJstZhSD5Wn8bKsO8+f0fGeS5bGUza/071cgxrZL8OfM79/Uasrr+KXUfyGKvYrQz+AbY/efEe7Bi9ArwM3O+2J7VZoHt9ncb2Tdfh/q4j693vL7j0cMZ5LlUdXg+MA+91P/+E7ndqysSfsXjdg9eAL2Jf/KTbdqf7PewKdZXbfgj4fpvvIPDtrDLrCBthW7HCFvIyFsWHX34T+IZ7bwNwHrtbkCaXYcckvNtwP3bi/iRwLva5i1i5SDquH8Aqz5qY750p57Od8AT0Bex4AmzGLiJgJ6CPYMfscrft61jQlzb9lMFOx/US0Z2B+7CTVpYsVwbDQOBl7GQF1giKfzYtOpXBJvCI27bFfSac7vgx93t4Au90XLMifgJ/neic0sSCujzrMPRXBsN8HmPxRShpW5aEjbAZoptPtwHhQLmy1mFIPlavYfkPfVk3IstWBpP2v1O9/COsDs8RBQJ/it1EAnsq0CL7pyvdymAYCNyGrbcUcgR7kpA29wM/dK83uLxdT+c2S6f6+l63Pc9AoMzX4X6uIx/GrnF5PZEqTR2+i+hpQDzl9Xh4UNZij3bAKu4CFllfwioR2N3Veezpx1zsb7+FVeqQG937WT/KChthH8Ei/ZCLWCUOv/xJopPobWS30FtYoDZidyS+BNzD4rEjJ4F7ST6uYIX4tMvjqYzyGSc8Ae0GHnXbxl3+ILoTcY7oQn6W6EKVJv2UwU7H9XWihmuDxeU0C5Yrg2Eg8AjRSfQhogtV2iSVwWfcT7ALWgsLXELiJ/BOxzUr4ifwBaL8P+Hykncd7qcMhtzI0kZE0rasCBthx7A7mACfx753KG8dDmk/VlcQdel4jMXlMQvKVgaT9n+5evkiUSAQMuU+l/XNEOheBsNA4Gr3uU1YQy2r9tHlWCMP7No2R29tlngZXA+cwdaCyjMQKPN1uJ/ryDTRwrrnyCbgi1OaOjyHRRcLWEPukvt9WJ4IhNyF7cN33O8LRHelt2L7dSOL79LcS3TRwb3+arbZBHoPBC7D9mML8Dh2EsiKm1xewsdp38TuyoYcwQpm0nF9N3aBfBJrQC7QuU9tWvR6AtqLHcstLl9ZluteymCn43ovdgyfdX8Xv4uWBb0GAh8nqjNvkm2XpfYy+AJ2pylk3uUtJH4C73Rcs6LXE3iedRh6K4MhwxIIlK0OhyQdq3GscXsBa4xkSRnLYPv+L1cvkwKBaeAEVt+z7lbSSyAA1l3nTpfXkxnm5zLsacQC1tVquTZLexl8AnuiDOUKBIqsw/1cRyawpxWXY12ILpLtMSxFHV6HHYS7gZ9gd/7CR1FJg/bKyg+wg3lTbNvrWCMGrEvDK9iXG68c3ybqBnQN2e73vUQDj/YD/8DSRtgCiwMBsEq/C6tQWV1YJrDKcVds263YMQt5BTuOScd1F9GjQLBo9bMZ5PMRokfFZ4DPsPgE9CGWnoDeh+3bLqxxmxW9lsFbST6uYHm9B8tr/K5PWvRTBsNAYBV2LCfdz6xOikll8AHsAgJ2p3GBxf3+4yfwW+l8XNPiFuAr7vWniI5b/AT+PItP4JBPHYbey2BI3oHAZuCAex1209zM4kbYV1kaCJStDoe0H6v3YDfWHiS6s5s2ZS6DSft/K93rZTwQuBn449h74ZPBNOmnDMYDgXuwmzRHsOOaBRuw4/MiUfDZrc0Ci8vgGNGd7HOx12n3cBi263A/15HLiJ5qrXHvXZdyHktZhy9hlXefy8iz2M5/MO1/lBE3YAXsqrbtP8L60q3BIqhw0McFrAvGldiJJt7/8xWy46DLw1osQv0mdic9vHv+Uey4v5fFX/4U9v1kdYd4lcvDzW3bryEqmO93r68i+bjeglW+9dj+zQHbMsjreez72oR95zdiDcdXXH7+iqUnoPDv5oi+67Tppwx2Oq4nsDtRq4HngL/IIJ/9lMH4YOEZ7Pg9QjZ0KoN3EPXJ/iJWX+PET+Cdjmua1GN52EM0XmIOqwMbsXLXfgLPug5D/+dByD8QCLtYXIVdqBfc9qew6w9YPWgPBKBcdTik/Vj5RHchs6LMZTBp/5erl/FAYAq7oRTO+nIJ+17SpJ8yGA8ENrvPxhtrafOXJLdBOrVZYHEZXIW128LUwhrlad+8GbbrcD/XkR9iZQFsfEsWXXRLWYc/jRW0G90/b5FtgzhtdrF0fMN92Eln3qWLWEUGKxRhhfaJKsljgJdhPm+O5Wceu3sC0YxN54keWd1NNGhqg8vrX2eUrw+w9Pg9596bIeovF/7/TsfVd9sukV3f2K8TfXensSdaW7DHk/NEXdtwP8fd6++6v8lq7Mcu+iuDScd1yn3mItY3NovBSv2UwcNYYBL+XQsb4JcFncrg5diAr3nseLVPs9Zi8dR1Scc1TTZh58pwTFV4QdtF9B1fIDqB51WHwzz0UwahmK5BzxF9R+Gg4O3uf85hTxPjgUBZ6zAsPVbtY+3i4wnSosxlsNP+d6uXLxI9Pd6INYrC491tVrNBeI7eymA8EAC7zrycUZ4gugkbTx+kc5sFutfXrLoGDdt1uJ/ryDux43kBux5Okz5lrsOANT6qtKLwWqyx014ZNpL9rDZJrMEaWe1zBHcbeLQBKxx5zU3dzrUszV+n47op4bNpsxG7i91Ot7u/e4geB+dNp2PV6bhmXf9WUgZvIvsxC924nt77lCYd17S5nmgGjJCNdA7eiq7DncpgUVzL0ruqa+i+tksZ63CRDFsZ7Kdebia7rlUhKymDJ4HbM8tRd4pqs3Ri2K7D0N91JI8pT4etDouC+EMsMrx/uQ+KjjyKRfhVCnDz5G7sDkVWj3Orjurw4KgOD4bK4OC8gXVbynJtkiqjOjwYqsMjzDoWP4oW/XMtS+9+i955G8mrNIreUB0eHNXhwVAZHJy8FsWqKqrDg6E6LIQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCEGYQ3dZ68QQgghhBBCVJA6Nr/155f7YBt/7/5ufLkPCiGEEEIIIcrHR7BGfb+rg89ggYBmWBFCCCGEEGII+RS2gNynsQWCzgE/Bs5ga0o03edWAfux1UPPuffDQOBq4HssXiVzDbZy7FlsMZ373N/dlcM+CSGEEEIIIZYh3jXoGve6BTyJLQrUwlbavcm9ftO9F35uC/C37vWDwGn3+pPAre71q8ACcJ7eV/sUQgghhBBCZEhSIHDYvfdl9/tniBr773fvvUEUCFwE5oGHgFm3/YD73GNEQcOHs90VIYQQQgghRK8kBQJ/7977AlEg8BP3+h3uvWfd79e5n/PAw7F0h/vcg0SBQBhECCGEEEIIIQqm10Bgyr0+gvX3XyB6InDWvb4d+A42FuB24Ga3PXz/DWzsgBBCCCGEEKJgwkDgc0SBQNit506iQOAyrK9/eHc/bNyPAzcAp2LvnQCuxLoMhWMM/sG9/nYO+ySEEEIIIYRImeuwBciSeDuwOce8CCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCHEEPH/AYDtcSYkX3n7AAAAAElFTkSuQmCC"
+     },
+     "metadata": {
+      "jupyter-vega": "#08ee0478-9336-437e-bd45-7dc81bfd1043"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1146,7 +1173,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 90,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1176,7 +1203,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 91,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1188,7 +1215,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 92,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -1196,7 +1223,7 @@
      "output_type": "stream",
      "text": [
       "0% [██████████████████████████████] 100% | ETA: 00:00:00\n",
-      "Total time elapsed: 00:07:55\n"
+      "Total time elapsed: 00:07:18\n"
      ]
     },
     {
@@ -1581,7 +1608,7 @@
        "[837 rows x 31 columns]"
       ]
      },
-     "execution_count": 92,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1592,7 +1619,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 93,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -1673,7 +1700,7 @@
        "Total P&L %      -5.657955e+03"
       ]
      },
-     "execution_count": 93,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1684,65 +1711,68 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 94,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
+      "application/javascript": [
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+       "const opt = {};\n",
+       "const type = \"vega-lite\";\n",
+       "const id = \"37fe7ec3-19de-4291-868c-58325d77ace8\";\n",
        "\n",
-       "<div id=\"altair-viz-25\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-25\");\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
-       "    };\n",
+       "const output_area = this;\n",
        "\n",
-       "    function loadScript(lib) {\n",
-       "      return new Promise(function(resolve, reject) {\n",
-       "        var s = document.createElement('script');\n",
-       "        s.src = paths[lib];\n",
-       "        s.async = true;\n",
-       "        s.onload = () => resolve(paths[lib]);\n",
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-       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "      });\n",
-       "    }\n",
+       "require([\"nbextensions/jupyter-vega/index\"], function(vega) {\n",
+       "  const target = document.createElement(\"div\");\n",
+       "  target.id = id;\n",
+       "  target.className = \"vega-embed\";\n",
        "\n",
-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
+       "  const style = document.createElement(\"style\");\n",
+       "  style.textContent = [\n",
+       "    \".vega-embed .error p {\",\n",
+       "    \"  color: firebrick;\",\n",
+       "    \"  font-size: 14px;\",\n",
+       "    \"}\",\n",
+       "  ].join(\"\\\\n\");\n",
        "\n",
-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
+       "  // element is a jQuery wrapped DOM element inside the output area\n",
+       "  // see http://ipython.readthedocs.io/en/stable/api/generated/\\\n",
+       "  // IPython.display.html#IPython.display.Javascript.__init__\n",
+       "  element[0].appendChild(target);\n",
+       "  element[0].appendChild(style);\n",
        "\n",
-       "    if(typeof define === \"function\" && define.amd) {\n",
-       "      requirejs.config({paths});\n",
-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
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+       "  vega.render(\"#\" + id, spec, type, opt, output_area);\n",
+       "}, function (err) {\n",
+       "  if (err.requireType !== \"scripterror\") {\n",
+       "    throw(err);\n",
+       "  }\n",
+       "});\n"
       ],
       "text/plain": [
-       "alt.VConcatChart(...)"
+       "<vega.vegalite.VegaLite at 0x1173ad1d0>"
       ]
      },
-     "execution_count": 94,
+     "metadata": {
+      "jupyter-vega": "#37fe7ec3-19de-4291-868c-58325d77ace8"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": 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"
+     },
+     "metadata": {
+      "jupyter-vega": "#37fe7ec3-19de-4291-868c-58325d77ace8"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1760,7 +1790,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 95,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1784,7 +1814,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1796,7 +1826,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 97,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -2125,7 +2155,7 @@
        "[193 rows x 17 columns]"
       ]
      },
-     "execution_count": 97,
+     "execution_count": 23,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2136,7 +2166,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 98,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
@@ -2217,7 +2247,7 @@
        "Total P&L %          457.901000"
       ]
      },
-     "execution_count": 98,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2228,67 +2258,70 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
+      "application/javascript": [
+       "const spec = {\"config\": {\"view\": {\"width\": 400, \"height\": 300}, \"mark\": {\"tooltip\": null}}, \"vconcat\": [{\"layer\": [{\"mark\": \"point\", \"encoding\": {\"opacity\": {\"value\": 0}, \"x\": {\"type\": \"temporal\", \"field\": \"index\"}}, \"selection\": {\"selector008\": {\"type\": \"single\", \"nearest\": true, \"on\": \"mouseover\", \"fields\": [\"index\"], \"empty\": \"none\"}}}, {\"mark\": \"point\", \"encoding\": {\"opacity\": {\"condition\": {\"value\": 1, \"selection\": \"selector008\"}, \"value\": 0}, \"x\": {\"type\": \"temporal\", \"field\": \"index\"}, \"y\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"%\"}, \"field\": \"accumulated return\"}}}, {\"mark\": {\"type\": \"text\", \"align\": \"left\", \"dx\": 5, \"dy\": -5}, \"encoding\": {\"text\": {\"condition\": {\"type\": \"quantitative\", \"field\": \"accumulated return\", \"format\": \".2%\", \"selection\": \"selector008\"}, \"value\": \" \"}, \"x\": {\"type\": \"temporal\", \"field\": \"index\"}, \"y\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"%\"}, \"field\": \"accumulated return\"}}}, {\"mark\": {\"type\": \"area\", \"opacity\": 0.7}, \"encoding\": {\"x\": {\"type\": \"temporal\", \"axis\": {\"title\": \"date\"}, \"field\": \"index\", \"scale\": {\"domain\": {\"selection\": \"selector007\"}}}, \"y\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"%\"}, \"field\": \"accumulated return\"}}}], \"height\": 350, \"title\": \"Returns over time\", \"width\": 700}, {\"mark\": {\"type\": \"area\", \"opacity\": 0.7}, \"encoding\": {\"x\": {\"type\": \"temporal\", \"field\": \"index\"}, \"y\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"%\"}, \"field\": \"accumulated return\"}}, \"height\": 70, \"selection\": {\"selector007\": {\"type\": \"interval\", \"encodings\": [\"x\"]}}, \"width\": 700}], \"data\": {\"name\": \"data-f5e518a306b7fef95fd455d5ea55570b\"}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v3.4.0.json\", \"datasets\": 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+       "const opt = {};\n",
+       "const type = \"vega-lite\";\n",
+       "const id = \"8ed72803-d364-4661-bc98-2de1c829b7d2\";\n",
        "\n",
-       "<div id=\"altair-viz-26\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-26\");\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
-       "    };\n",
+       "const output_area = this;\n",
        "\n",
-       "    function loadScript(lib) {\n",
-       "      return new Promise(function(resolve, reject) {\n",
-       "        var s = document.createElement('script');\n",
-       "        s.src = paths[lib];\n",
-       "        s.async = true;\n",
-       "        s.onload = () => resolve(paths[lib]);\n",
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-       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "      });\n",
-       "    }\n",
+       "require([\"nbextensions/jupyter-vega/index\"], function(vega) {\n",
+       "  const target = document.createElement(\"div\");\n",
+       "  target.id = id;\n",
+       "  target.className = \"vega-embed\";\n",
        "\n",
-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
+       "  const style = document.createElement(\"style\");\n",
+       "  style.textContent = [\n",
+       "    \".vega-embed .error p {\",\n",
+       "    \"  color: firebrick;\",\n",
+       "    \"  font-size: 14px;\",\n",
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+       "  ].join(\"\\\\n\");\n",
        "\n",
-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
+       "  // element is a jQuery wrapped DOM element inside the output area\n",
+       "  // see http://ipython.readthedocs.io/en/stable/api/generated/\\\n",
+       "  // IPython.display.html#IPython.display.Javascript.__init__\n",
+       "  element[0].appendChild(target);\n",
+       "  element[0].appendChild(style);\n",
        "\n",
-       "    if(typeof define === \"function\" && define.amd) {\n",
-       "      requirejs.config({paths});\n",
-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
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-       "</script>"
+       "  vega.render(\"#\" + id, spec, type, opt, output_area);\n",
+       "}, function (err) {\n",
+       "  if (err.requireType !== \"scripterror\") {\n",
+       "    throw(err);\n",
+       "  }\n",
+       "});\n"
       ],
       "text/plain": [
-       "alt.VConcatChart(...)"
+       "<vega.vegalite.VegaLite at 0x118485550>"
       ]
      },
-     "execution_count": 99,
+     "metadata": {
+      "jupyter-vega": "#8ed72803-d364-4661-bc98-2de1c829b7d2"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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"
+     },
+     "metadata": {
+      "jupyter-vega": "#8ed72803-d364-4661-bc98-2de1c829b7d2"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -2304,7 +2337,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2313,10 +2346,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# Long straddle\n",
     "strangle = Strangle(schema, 'long', 'SPX', dte_entry_range=(61,90), dte_exit=60, otm_pct=0, pct_tolerance=1, exit_thresholds=(float('inf'), float('inf')))"
    ]
   },
@@ -2329,7 +2363,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2341,7 +2375,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [
     {
@@ -2349,7 +2383,7 @@
      "output_type": "stream",
      "text": [
       "0% [██████████████████████████████] 100% | ETA: 00:00:00\n",
-      "Total time elapsed: 00:00:14\n"
+      "Total time elapsed: 00:00:15\n"
      ]
     },
     {
@@ -2670,7 +2704,7 @@
        "[175 rows x 17 columns]"
       ]
      },
-     "execution_count": 23,
+     "execution_count": 29,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2681,7 +2715,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -2762,7 +2796,7 @@
        "Total P&L %      -1.194942e+03"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 30,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2773,67 +2807,70 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
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+       "const opt = {};\n",
+       "const type = \"vega-lite\";\n",
+       "const id = \"7709a1e4-c07b-4ff6-9a5c-dc8af20fdf5e\";\n",
        "\n",
-       "<div id=\"altair-viz-2\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-2\");\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
-       "    };\n",
+       "const output_area = this;\n",
        "\n",
-       "    function loadScript(lib) {\n",
-       "      return new Promise(function(resolve, reject) {\n",
-       "        var s = document.createElement('script');\n",
-       "        s.src = paths[lib];\n",
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-       "        s.onload = () => resolve(paths[lib]);\n",
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-       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "      });\n",
-       "    }\n",
+       "require([\"nbextensions/jupyter-vega/index\"], function(vega) {\n",
+       "  const target = document.createElement(\"div\");\n",
+       "  target.id = id;\n",
+       "  target.className = \"vega-embed\";\n",
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-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
+       "  const style = document.createElement(\"style\");\n",
+       "  style.textContent = [\n",
+       "    \".vega-embed .error p {\",\n",
+       "    \"  color: firebrick;\",\n",
+       "    \"  font-size: 14px;\",\n",
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+       "  ].join(\"\\\\n\");\n",
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-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
+       "  // element is a jQuery wrapped DOM element inside the output area\n",
+       "  // see http://ipython.readthedocs.io/en/stable/api/generated/\\\n",
+       "  // IPython.display.html#IPython.display.Javascript.__init__\n",
+       "  element[0].appendChild(target);\n",
+       "  element[0].appendChild(style);\n",
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-       "    if(typeof define === \"function\" && define.amd) {\n",
-       "      requirejs.config({paths});\n",
-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
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-10.197350000000002}, {\"index\": \"2015-06-01T00:00:00\", \"capital\": -10453750.0, \"cash\": -11395630.0, \"calls value\": 495380.0, \"puts value\": 446500.0, \"qty\": 94.0, \"% change\": 0.02514378735651901, \"accumulated return\": -10.453750000000001}, {\"index\": \"2015-07-01T00:00:00\", \"capital\": -10683690.0, \"cash\": -11627010.0, \"calls value\": 530040.0, \"puts value\": 413280.0, \"qty\": 84.0, \"% change\": 0.02199593447327519, \"accumulated return\": -10.683690000000002}, {\"index\": \"2015-08-03T00:00:00\", \"capital\": -11003970.0, \"cash\": -11949420.0, \"calls value\": 543510.0, \"puts value\": 401940.0, \"qty\": 99.0, \"% change\": 0.02997840633713622, \"accumulated return\": -11.00397}]}}, {\"mode\": \"vega-lite\"});\n",
-       "</script>"
+       "  vega.render(\"#\" + id, spec, type, opt, output_area);\n",
+       "}, function (err) {\n",
+       "  if (err.requireType !== \"scripterror\") {\n",
+       "    throw(err);\n",
+       "  }\n",
+       "});\n"
       ],
       "text/plain": [
-       "alt.VConcatChart(...)"
+       "<vega.vegalite.VegaLite at 0x117beb0d0>"
       ]
      },
-     "execution_count": 24,
+     "metadata": {
+      "jupyter-vega": "#7709a1e4-c07b-4ff6-9a5c-dc8af20fdf5e"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 31,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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"
+     },
+     "metadata": {
+      "jupyter-vega": "#7709a1e4-c07b-4ff6-9a5c-dc8af20fdf5e"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -2849,7 +2886,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2859,7 +2896,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -2868,31 +2905,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
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+      "Total time elapsed: 00:00:45\n",
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+      "Total time elapsed: 00:00:34\n"
      ]
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    ],
@@ -2914,74 +2951,68 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import altair as alt"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 80,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
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+       "const opt = {};\n",
+       "const type = \"vega-lite\";\n",
+       "const id = \"09090e19-8f4c-41b0-b190-8fcad8b2f878\";\n",
        "\n",
-       "<div id=\"altair-viz-21\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-21\");\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
-       "    };\n",
+       "const output_area = this;\n",
        "\n",
-       "    function loadScript(lib) {\n",
-       "      return new Promise(function(resolve, reject) {\n",
-       "        var s = document.createElement('script');\n",
-       "        s.src = paths[lib];\n",
-       "        s.async = true;\n",
-       "        s.onload = () => resolve(paths[lib]);\n",
-       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
-       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "      });\n",
-       "    }\n",
+       "require([\"nbextensions/jupyter-vega/index\"], function(vega) {\n",
+       "  const target = document.createElement(\"div\");\n",
+       "  target.id = id;\n",
+       "  target.className = \"vega-embed\";\n",
        "\n",
-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
+       "  const style = document.createElement(\"style\");\n",
+       "  style.textContent = [\n",
+       "    \".vega-embed .error p {\",\n",
+       "    \"  color: firebrick;\",\n",
+       "    \"  font-size: 14px;\",\n",
+       "    \"}\",\n",
+       "  ].join(\"\\\\n\");\n",
        "\n",
-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
+       "  // element is a jQuery wrapped DOM element inside the output area\n",
+       "  // see http://ipython.readthedocs.io/en/stable/api/generated/\\\n",
+       "  // IPython.display.html#IPython.display.Javascript.__init__\n",
+       "  element[0].appendChild(target);\n",
+       "  element[0].appendChild(style);\n",
        "\n",
-       "    if(typeof define === \"function\" && define.amd) {\n",
-       "      requirejs.config({paths});\n",
-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
-       "    } else if (typeof vegaEmbed === \"function\") {\n",
-       "      displayChart(vegaEmbed);\n",
-       "    } else {\n",
-       "      loadScript(\"vega\")\n",
-       "        .then(() => loadScript(\"vega-lite\"))\n",
-       "        .then(() => loadScript(\"vega-embed\"))\n",
-       "        .catch(showError)\n",
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-       "</script>"
+       "  vega.render(\"#\" + id, spec, type, opt, output_area);\n",
+       "}, function (err) {\n",
+       "  if (err.requireType !== \"scripterror\") {\n",
+       "    throw(err);\n",
+       "  }\n",
+       "});\n"
       ],
       "text/plain": [
-       "alt.VConcatChart(...)"
+       "<vega.vegalite.VegaLite at 0x117be4790>"
       ]
      },
-     "execution_count": 80,
+     "metadata": {
+      "jupyter-vega": "#09090e19-8f4c-41b0-b190-8fcad8b2f878"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
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"
+     },
+     "metadata": {
+      "jupyter-vega": "#09090e19-8f4c-41b0-b190-8fcad8b2f878"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 36,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2992,67 +3023,70 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 81,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
+      "application/javascript": [
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+       "const opt = {};\n",
+       "const type = \"vega-lite\";\n",
+       "const id = \"f2e3f0ab-449b-4b66-aae5-591d0eb51dfd\";\n",
        "\n",
-       "<div id=\"altair-viz-22\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-22\");\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
-       "    };\n",
+       "const output_area = this;\n",
        "\n",
-       "    function loadScript(lib) {\n",
-       "      return new Promise(function(resolve, reject) {\n",
-       "        var s = document.createElement('script');\n",
-       "        s.src = paths[lib];\n",
-       "        s.async = true;\n",
-       "        s.onload = () => resolve(paths[lib]);\n",
-       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
-       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "      });\n",
-       "    }\n",
+       "require([\"nbextensions/jupyter-vega/index\"], function(vega) {\n",
+       "  const target = document.createElement(\"div\");\n",
+       "  target.id = id;\n",
+       "  target.className = \"vega-embed\";\n",
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-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
+       "  const style = document.createElement(\"style\");\n",
+       "  style.textContent = [\n",
+       "    \".vega-embed .error p {\",\n",
+       "    \"  color: firebrick;\",\n",
+       "    \"  font-size: 14px;\",\n",
+       "    \"}\",\n",
+       "  ].join(\"\\\\n\");\n",
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-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
+       "  // element is a jQuery wrapped DOM element inside the output area\n",
+       "  // see http://ipython.readthedocs.io/en/stable/api/generated/\\\n",
+       "  // IPython.display.html#IPython.display.Javascript.__init__\n",
+       "  element[0].appendChild(target);\n",
+       "  element[0].appendChild(style);\n",
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-       "      requirejs.config({paths});\n",
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\"capital\": 0.0}, {\"date\": \"2017-10-31T00:00:00\", \"capital\": 0.0}, {\"date\": \"2017-11-30T00:00:00\", \"capital\": 0.0}, {\"date\": \"2017-12-31T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-01-31T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-02-28T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-03-31T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-04-30T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-05-31T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-06-30T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-07-31T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-08-31T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-09-30T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-10-31T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-11-30T00:00:00\", \"capital\": 0.0}, {\"date\": \"2018-12-31T00:00:00\", \"capital\": 0.0}]}}, {\"mode\": \"vega-lite\"});\n",
-       "</script>"
+       "  vega.render(\"#\" + id, spec, type, opt, output_area);\n",
+       "}, function (err) {\n",
+       "  if (err.requireType !== \"scripterror\") {\n",
+       "    throw(err);\n",
+       "  }\n",
+       "});\n"
       ],
       "text/plain": [
-       "alt.VConcatChart(...)"
+       "<vega.vegalite.VegaLite at 0x117bdf590>"
       ]
      },
-     "execution_count": 81,
+     "metadata": {
+      "jupyter-vega": "#f2e3f0ab-449b-4b66-aae5-591d0eb51dfd"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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"
+     },
+     "metadata": {
+      "jupyter-vega": "#f2e3f0ab-449b-4b66-aae5-591d0eb51dfd"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -3061,67 +3095,70 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 82,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
+      "application/javascript": [
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{\"capital\": 29155.0, \"cash\": 29155.0, \"calls value\": 0.0, \"puts value\": 0.0, \"qty\": 0.0, \"% change\": 0.0, \"accumulated return\": 0.029154999999999955}, {\"capital\": 29155.0, \"cash\": 29155.0, \"calls value\": 0.0, \"puts value\": 0.0, \"qty\": 0.0, \"% change\": 0.0, \"accumulated return\": 0.029154999999999955}]}};\n",
+       "const opt = {};\n",
+       "const type = \"vega-lite\";\n",
+       "const id = \"289b8f98-62c3-4ed6-856e-42d40b7a2caa\";\n",
        "\n",
-       "<div id=\"altair-viz-23\"></div>\n",
-       "<script type=\"text/javascript\">\n",
-       "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-23\");\n",
-       "    const paths = {\n",
-       "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
-       "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm//vega-lite@4.0.0?noext\",\n",
-       "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm//vega-embed@6?noext\",\n",
-       "    };\n",
+       "const output_area = this;\n",
        "\n",
-       "    function loadScript(lib) {\n",
-       "      return new Promise(function(resolve, reject) {\n",
-       "        var s = document.createElement('script');\n",
-       "        s.src = paths[lib];\n",
-       "        s.async = true;\n",
-       "        s.onload = () => resolve(paths[lib]);\n",
-       "        s.onerror = () => reject(`Error loading script: ${paths[lib]}`);\n",
-       "        document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
-       "      });\n",
-       "    }\n",
+       "require([\"nbextensions/jupyter-vega/index\"], function(vega) {\n",
+       "  const target = document.createElement(\"div\");\n",
+       "  target.id = id;\n",
+       "  target.className = \"vega-embed\";\n",
        "\n",
-       "    function showError(err) {\n",
-       "      outputDiv.innerHTML = `<div class=\"error\" style=\"color:red;\">${err}</div>`;\n",
-       "      throw err;\n",
-       "    }\n",
+       "  const style = document.createElement(\"style\");\n",
+       "  style.textContent = [\n",
+       "    \".vega-embed .error p {\",\n",
+       "    \"  color: firebrick;\",\n",
+       "    \"  font-size: 14px;\",\n",
+       "    \"}\",\n",
+       "  ].join(\"\\\\n\");\n",
        "\n",
-       "    function displayChart(vegaEmbed) {\n",
-       "      vegaEmbed(outputDiv, spec, embedOpt)\n",
-       "        .catch(err => showError(`Javascript Error: ${err.message}<br>This usually means there's a typo in your chart specification. See the javascript console for the full traceback.`));\n",
-       "    }\n",
+       "  // element is a jQuery wrapped DOM element inside the output area\n",
+       "  // see http://ipython.readthedocs.io/en/stable/api/generated/\\\n",
+       "  // IPython.display.html#IPython.display.Javascript.__init__\n",
+       "  element[0].appendChild(target);\n",
+       "  element[0].appendChild(style);\n",
        "\n",
-       "    if(typeof define === \"function\" && define.amd) {\n",
-       "      requirejs.config({paths});\n",
-       "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
-       "    } else if (typeof vegaEmbed === \"function\") {\n",
-       "      displayChart(vegaEmbed);\n",
-       "    } else {\n",
-       "      loadScript(\"vega\")\n",
-       "        .then(() => loadScript(\"vega-lite\"))\n",
-       "        .then(() => loadScript(\"vega-embed\"))\n",
-       "        .catch(showError)\n",
-       "        .then(() => displayChart(vegaEmbed));\n",
-       "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 400, \"continuousHeight\": 300}}, \"vconcat\": [{\"data\": {\"name\": \"data-6dc874fd827ed0412561725fcd88d1da\"}, \"mark\": \"bar\", \"encoding\": {\"x\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"%\"}, \"bin\": {\"maxbins\": 100}, \"field\": \"% change\"}, \"y\": {\"type\": \"quantitative\", \"aggregate\": \"count\"}}}, {\"data\": {\"name\": \"data-28fc7c746a3f03f1a3d052068c322a76\"}, \"mark\": \"bar\", \"encoding\": {\"x\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"%\"}, \"bin\": {\"maxbins\": 100}, \"field\": \"% change\"}, \"y\": {\"type\": \"quantitative\", \"aggregate\": \"count\"}}}, {\"data\": {\"name\": \"data-fa5795622a8f57262bcfa9132e688dcd\"}, \"mark\": \"bar\", \"encoding\": {\"x\": {\"type\": \"quantitative\", \"axis\": {\"format\": \"%\"}, \"bin\": {\"maxbins\": 100}, \"field\": \"% change\"}, \"y\": {\"type\": \"quantitative\", \"aggregate\": \"count\"}}}, {\"data\": {\"name\": 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{\"capital\": 29155.0, \"cash\": 29155.0, \"calls value\": 0.0, \"puts value\": 0.0, \"qty\": 0.0, \"% change\": 0.0, \"accumulated return\": 0.029154999999999955}, {\"capital\": 29155.0, \"cash\": 29155.0, \"calls value\": 0.0, \"puts value\": 0.0, \"qty\": 0.0, \"% change\": 0.0, \"accumulated return\": 0.029154999999999955}]}}, {\"mode\": \"vega-lite\"});\n",
-       "</script>"
+       "  vega.render(\"#\" + id, spec, type, opt, output_area);\n",
+       "}, function (err) {\n",
+       "  if (err.requireType !== \"scripterror\") {\n",
+       "    throw(err);\n",
+       "  }\n",
+       "});\n"
       ],
       "text/plain": [
-       "alt.VConcatChart(...)"
+       "<vega.vegalite.VegaLite at 0x11893ab10>"
       ]
      },
-     "execution_count": 82,
+     "metadata": {
+      "jupyter-vega": "#289b8f98-62c3-4ed6-856e-42d40b7a2caa"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 38,
      "metadata": {},
      "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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"
+     },
+     "metadata": {
+      "jupyter-vega": "#289b8f98-62c3-4ed6-856e-42d40b7a2caa"
+     },
+     "output_type": "display_data"
     }
    ],
    "source": [